From 1213fbb68a7a2c135683bc29153a13b2011d4359 Mon Sep 17 00:00:00 2001 From: Jon Froehlich Date: Fri, 4 Sep 2026 15:05:10 -0700 Subject: [PATCH 01/16] Commit the Vertex reachability probe, and guard the two Fable API breaks (#156) Item A of #156 cannot run until the project enables data sharing for the `anthropic` publisher, but three things that do not depend on that decision were missing, and two of them would have cost a paid run to discover. The probe that produced #156's 403/404/200 table existed only in a session transcript. It is now a script, with the deliberately-misspelled `claude-fable-5.1` kept as a CONTROL rather than dropped as a typo: a 404 on a spelling that does not exist is what proves the 403s resolved real model ids behind a per-model gate, instead of a blanket block on the publisher. `claude-opus-5` rides along as the positive control, without which a wall of 403s is indistinguishable from broken credentials. Re-run 2026-09-04: unchanged, gate still closed. Two API differences in the Fable family would each have surfaced as a confusing failure mid-leg: - Forced tool use is gone -- `tool_choice` of `tool`/`any` returns a 400. The detector defaults to `auto` so a default run is fine, but `--claude-tool-choice forced` would have 400'd on every one of ~750 views with an error that names neither the flag nor the family. Refused at construction instead. - Thinking cannot be disabled there, so the near-zero-thinking floor that makes our effort=low Opus leg cheap does not exist, and thinking bills against `max_tokens`. That was hardcoded at 4096; it is now `--claude-max-tokens`, and the truncation error says which of the two knobs actually helps on Fable. `max_tokens` enters the detection signature only when it DEVIATES from the as-run 4096, the same rule image_format and temperature follow -- recording an unchanged default would rewrite the key of every paid detection already in the cache. test_claude_cache_key_is_frozen still passes on all four published legs. Not done here, and not blocked on the same thing: pricing.py rows still need the Vertex Anthropic rate card read by a human (the page does not render through WebFetch, and this repo does not take a price from memory or an aggregator). Co-Authored-By: Claude Opus 5 (1M context) Claude-Session: https://claude.ai/code/session_01QjWxvSJybx4xJUaVTvGnR7 --- rampnet/roster.py | 1 + scripts/model_comparison/compare.py | 8 ++ scripts/model_comparison/detectors.py | 49 +++++++- .../model_comparison/probe_vertex_models.py | 110 ++++++++++++++++++ tests/test_model_comparison.py | 25 +++- 5 files changed, 188 insertions(+), 5 deletions(-) create mode 100644 scripts/model_comparison/probe_vertex_models.py diff --git a/rampnet/roster.py b/rampnet/roster.py index 58a071d9..39745a5e 100644 --- a/rampnet/roster.py +++ b/rampnet/roster.py @@ -279,6 +279,7 @@ def slug(label): # cache key and every lookup misses. "claude_image_format": None, "claude_temperature": None, + "claude_max_tokens": None, "qwen_model": "Qwen/Qwen3-VL-8B-Instruct", "qwen_coord_space": "auto", "owlv2_model": "google/owlv2-large-patch14-ensemble", diff --git a/scripts/model_comparison/compare.py b/scripts/model_comparison/compare.py index 1430ed11..81feb40e 100644 --- a/scripts/model_comparison/compare.py +++ b/scripts/model_comparison/compare.py @@ -582,6 +582,14 @@ def build_parser(): "SUPPRESSES THINKING, which makes --claude-effort inert. " "'auto' (default) lets effort actually do something. Also " "part of the cache key.") + ap.add_argument("--claude-max-tokens", type=int, default=_D["claude_max_tokens"], + help="Ceiling on one call's answer. Thinking bills against it, so " + "a call that thinks too long is CUT OFF mid-thought and the " + "run aborts rather than scoring it as 'no ramps'. Default " + "4096 is what the published legs ran and is ample at " + "effort=low there; the Fable family cannot disable thinking, " + "so it may need raising. A non-default value is a cache-key " + "change.") ap.add_argument("--claude-image-format", default=_D["claude_image_format"], choices=["jpeg", "png"], help="How each view is encoded before it is sent. Default 'jpeg' " "(q90) is what the published annapolis legs ran; 'png' is " diff --git a/scripts/model_comparison/detectors.py b/scripts/model_comparison/detectors.py index fbd0593e..1d365a8b 100644 --- a/scripts/model_comparison/detectors.py +++ b/scripts/model_comparison/detectors.py @@ -918,9 +918,24 @@ def boxes_from_claude_response(resp): # closes that gap at the price of re-running the legs; see docs/model_comparison.md. CLAUDE_AS_RUN_IMAGE_FORMAT = "jpeg" CLAUDE_AS_RUN_TEMPERATURE = None # i.e. the provider default, NOT greedy +# What the four published annapolis legs sent. Thinking bills against this, so it +# is the ceiling on how long a call may think before answering -- see +# ClaudeDetector._TRUNCATED_STOP_REASON for why hitting it is raised rather than +# scored. Held at the as-run value so the paid detection cache keeps its key. +CLAUDE_AS_RUN_MAX_TOKENS = 4096 CLAUDE_IMAGE_FORMATS = {"jpeg": ("JPEG", "image/jpeg"), "png": ("PNG", "image/png")} +def claude_forbids_forced_tools(model_id): + """Whether ``model_id`` rejects ``tool_choice`` of ``tool``/``any`` with a 400. + + True for the Fable family, which removed forced tool use. Matched on the id + rather than probed because the point is to fail before the first paid call; + an id this does not recognise is assumed to allow forcing, which is the + behaviour every leg published so far relies on.""" + return "fable" in (model_id or "").lower() + + class ClaudeDetector(_VLMDetector): """Claude via Google Cloud Vertex AI (#122). @@ -939,7 +954,8 @@ class ClaudeDetector(_VLMDetector): def __init__(self, model_id="claude-sonnet-5", max_edge=None, tile=True, project=None, location=None, effort="low", tool_choice="auto", views=None, image_format=CLAUDE_AS_RUN_IMAGE_FORMAT, - temperature=CLAUDE_AS_RUN_TEMPERATURE): + temperature=CLAUDE_AS_RUN_TEMPERATURE, + max_tokens=CLAUDE_AS_RUN_MAX_TOKENS): super().__init__(model_id, max_edge, tile=tile, views=views) if image_format not in CLAUDE_IMAGE_FORMATS: raise ValueError(f"unknown image_format {image_format!r} " @@ -968,6 +984,21 @@ def __init__(self, model_id="claude-sonnet-5", max_edge=None, tile=True, # back as a tool call (no text fallback needed) and is the better choice # at effort=low, where there is no thinking to lose. self.tool_choice = tool_choice + # Claude Fable removed forced tool use: `tool_choice` of `tool` or `any` + # returns a 400 on that family. Caught at construction rather than at call + # time because the provider's 400 does not name --claude-tool-choice, and + # a leg that fails on every one of ~750 views is an afternoon lost to an + # error message about a knob nobody set deliberately. + if self.tool_choice == "forced" and claude_forbids_forced_tools(self.model_id): + raise ValueError( + f"--claude-tool-choice forced is not supported on {self.model_id}: " + f"the Fable family rejects tool_choice `tool`/`any` with a 400. Use " + f"`auto` (the default). Note the tradeoff the other way is real too: " + f"`auto` is what lets --claude-effort do anything at all.") + # Thinking bills against max_tokens. On the Opus/Sonnet legs effort=low + # thinks near zero, so 4096 was ample; the Fable family cannot disable + # thinking at all, so its floor is higher and this may need raising. + self.max_tokens = max_tokens self._client = None self.init_usage() self._usage_warned = False @@ -1000,6 +1031,11 @@ def signature(self): sig["image_format"] = self.image_format if self.temperature != CLAUDE_AS_RUN_TEMPERATURE: sig["temperature"] = self.temperature + # Same deviation-only rule: max_tokens truncates the answer when it binds, + # so it is an input to the detections -- but recording the as-run value + # would rewrite the key of every paid detection already in the cache. + if self.max_tokens != CLAUDE_AS_RUN_MAX_TOKENS: + sig["max_tokens"] = self.max_tokens return sig def location_warning(self): @@ -1109,7 +1145,7 @@ def _call(self, b64, media_type): kwargs["temperature"] = self.temperature resp = self._client.messages.create( model=self.model_id, - max_tokens=4096, + max_tokens=self.max_tokens, # effort is allowed by the org policy; structured_outputs is not. output_config={"effort": self.effort}, tools=[CLAUDE_BOX_TOOL], @@ -1142,7 +1178,10 @@ def _check_stop_reason(self, resp): f"(effort={self.effort}). Thinking bills against max_tokens, so a " f"high-effort call can be cut off mid-thought; scoring that as " f"'no curb ramps' would be a silent recall loss AND would be " - f"cached. Raise max_tokens or lower --claude-effort.") + f"cached. Raise --claude-max-tokens (currently {self.max_tokens}) " + f"or lower --claude-effort. On the Fable family only the first " + f"works: thinking cannot be turned off there, so effort has a " + f"floor.") if reason == "refusal" and not self._refusal_warned: self._refusal_warned = True print(f"[{self.model_id}] WARNING: a call ended in `refusal`, which " @@ -1859,7 +1898,9 @@ def build_detector(provider, model_id, records, args): tool_choice=getattr(args, "claude_tool_choice", None) or _D("claude_tool_choice"), image_format=(getattr(args, "claude_image_format", None) or CLAUDE_AS_RUN_IMAGE_FORMAT), - temperature=getattr(args, "claude_temperature", CLAUDE_AS_RUN_TEMPERATURE)) + temperature=getattr(args, "claude_temperature", CLAUDE_AS_RUN_TEMPERATURE), + max_tokens=(getattr(args, "claude_max_tokens", None) + or CLAUDE_AS_RUN_MAX_TOKENS)) if provider == "qwen": mid = model_id or args.qwen_model coord_space = getattr(args, "qwen_coord_space", "auto") diff --git a/scripts/model_comparison/probe_vertex_models.py b/scripts/model_comparison/probe_vertex_models.py new file mode 100644 index 00000000..63391cc1 --- /dev/null +++ b/scripts/model_comparison/probe_vertex_models.py @@ -0,0 +1,110 @@ +#!/usr/bin/env python +"""Ask Vertex whether a Claude model id is reachable on this project. + +Answers one question before any leg is planned: *is this model id real, and is +it enabled for us?* Vertex distinguishes the two, and the distinction is the +whole point of running this: + + 200 reachable now -- a leg can run today. + 403 the id RESOLVED but the project is not entitled. The message says why; + for the Fable family it is the publisher data-sharing setting, which is + a project-level configuration change, not something a script should make. + 404 Vertex did not resolve the id at all -- almost always a spelling that + does not exist (`claude-fable-5.1` vs `claude-fable-5-1`), NOT a + permission problem. + +That last row is what makes a 403 informative. A 403 on every `anthropic` id +would be consistent with a blanket publisher block; a 404 on a misspelling +alongside 403s on real ids proves the gate is per-model and that the ids behind +it exist. Probing a deliberately-wrong spelling is therefore part of the +measurement, not a typo -- see PROBE_CONTROL. + +Cost: each 200 is a real generate call, capped at PROBE_MAX_TOKENS, so a full +run costs a fraction of a cent. 403s and 404s cost nothing. Nothing here writes +to the detection cache or the usage log -- this is a reachability probe, not a +leg. + +Usage (needs the same ADC the Gemini and Claude legs use): + + python scripts/model_comparison/probe_vertex_models.py + python scripts/model_comparison/probe_vertex_models.py --models claude-opus-5 +""" +import argparse +import os +import sys + +# The ids #156 is about, plus claude-opus-5 as a POSITIVE CONTROL: without a +# known-good id in the same run, a wall of 403s is indistinguishable from broken +# credentials. +PROBE_MODELS = ("claude-fable-5", "claude-fable-5-1", "claude-opus-5") + +# A spelling Anthropic does not publish. Expected to 404 -- see the module +# docstring for why a deliberate miss is load-bearing here. +PROBE_CONTROL = "claude-fable-5.1" + +PROBE_MAX_TOKENS = 16 +PROBE_PROMPT = "Reply with the single word: ok" + + +def probe(client, model_id): + """``(status, detail)`` for one model id. Never raises.""" + import anthropic + + try: + resp = client.messages.create( + model=model_id, + max_tokens=PROBE_MAX_TOKENS, + messages=[{"role": "user", "content": PROBE_PROMPT}], + ) + except anthropic.APIStatusError as e: + # e.message is the provider's own text; it carries the actionable part + # (which setting, which API) and is the reason this prints it verbatim + # rather than a summary of it. + return e.status_code, (e.message or "").strip() + except anthropic.APIConnectionError as e: + return "conn", f"connection error: {e}" + return 200, f"served by {getattr(resp, 'model', model_id)}" + + +def main(argv=None): + ap = argparse.ArgumentParser(description=__doc__, + formatter_class=argparse.RawDescriptionHelpFormatter) + ap.add_argument("--models", nargs="+", default=list(PROBE_MODELS), + help="model ids to probe (default: %(default)s)") + ap.add_argument("--no-control", action="store_true", + help=f"skip the {PROBE_CONTROL} 404 control") + ap.add_argument("--project", default=os.environ.get("GOOGLE_CLOUD_PROJECT")) + ap.add_argument("--location", + default=os.environ.get("GOOGLE_CLOUD_LOCATION") or "global", + help="Vertex endpoint; `global` is what the legs run on and " + "is priced 10%% below regional (default: %(default)s)") + args = ap.parse_args(argv) + + if not args.project: + ap.error("no project: pass --project or set GOOGLE_CLOUD_PROJECT " + "(and authenticate with `gcloud auth application-default login`)") + + from anthropic import AnthropicVertex + + client = AnthropicVertex(project_id=args.project, region=args.location, + max_retries=0) # a 403 is the answer, not a blip + + ids = list(args.models) + if not args.no_control and PROBE_CONTROL not in ids: + ids.append(PROBE_CONTROL) + + print(f"project={args.project} location={args.location}\n") + worst = 0 + for model_id in ids: + status, detail = probe(client, model_id) + print(f"{model_id:<24} {status}") + for line in detail.splitlines(): + print(f"{'':<24} {line}") + print() + if model_id in args.models and status != 200: + worst = 1 + return worst + + +if __name__ == "__main__": + sys.exit(main()) diff --git a/tests/test_model_comparison.py b/tests/test_model_comparison.py index 795a80c5..0b82390a 100644 --- a/tests/test_model_comparison.py +++ b/tests/test_model_comparison.py @@ -1133,11 +1133,14 @@ def test_claude_as_run_defaults_stay_out_of_the_signature(): det = ClaudeDetector(model_id="claude-sonnet-5") assert det.image_format == detectors.CLAUDE_AS_RUN_IMAGE_FORMAT == "jpeg" assert det.temperature is detectors.CLAUDE_AS_RUN_TEMPERATURE is None + assert det.max_tokens == detectors.CLAUDE_AS_RUN_MAX_TOKENS == 4096 sig = det.signature() assert "image_format" not in sig and "temperature" not in sig + assert "max_tokens" not in sig -@pytest.mark.parametrize("kwargs", [{"image_format": "png"}, {"temperature": 0.0}]) +@pytest.mark.parametrize("kwargs", [{"image_format": "png"}, {"temperature": 0.0}, + {"max_tokens": 8192}]) def test_claude_deviating_from_the_as_run_settings_invalidates_the_cache(kwargs): base = ClaudeDetector(model_id="claude-sonnet-5") other = ClaudeDetector(model_id="claude-sonnet-5", **kwargs) @@ -1152,6 +1155,26 @@ def test_claude_tool_choice_is_in_the_cache_key(): cache_key("claude-sonnet-5", forced.signature(), "bend", "p1") +@pytest.mark.parametrize("model_id", ["claude-fable-5", "claude-fable-5-1"]) +def test_forced_tool_choice_is_refused_on_fable_before_the_run_starts(model_id): + """The Fable family removed forced tool use — `tool` and `any` are a 400. + + A leg discovers that on its first call and then repeats it ~750 times, so the + refusal has to happen at construction, where it costs nothing and can name the + flag the provider's own error does not.""" + with pytest.raises(ValueError, match="tool-choice"): + ClaudeDetector(model_id=model_id, tool_choice="forced") + # `auto` — the default, and what a Fable leg must run — is unaffected. + assert ClaudeDetector(model_id=model_id, tool_choice="auto").tool_choice == "auto" + + +def test_forced_tool_choice_still_works_on_the_models_that_published_with_it(): + """The guard keys on the id, so it must not spread to the existing legs.""" + for mid in ("claude-opus-5", "claude-sonnet-5"): + assert not detectors.claude_forbids_forced_tools(mid) + assert ClaudeDetector(model_id=mid, tool_choice="forced").tool_choice == "forced" + + # --- Claude: what pixels the model actually sees ---------------------------- def test_claude_image_encoding_is_explicit_and_round_trips(): From e0ca0dfb042ec811f0baae650b45fede43711361 Mon Sep 17 00:00:00 2001 From: Jon Froehlich Date: Sat, 5 Sep 2026 06:15:58 -0700 Subject: [PATCH 02/16] Teach the reachability probe the first-party path, and rename it (#156) Vertex gates the Fable family behind a publisher data-sharing setting that is not ours to flip, so #156 item A now has a second candidate serving path: Anthropic's own API. Same weights, different credential, different rate card. Before any of that reaches the detector, the question the probe already answers for Vertex has to be answerable for first-party too -- *is this id real, and is it enabled for us?* -- because the alternative is discovering the answer partway through a paid leg. Generalized rather than duplicated. The probe's actual work -- call each id with a 16-token budget, print the status verbatim, run a deliberate misspelling as a 404 control -- is identical on both paths; only the client construction differs. So `--serving-path {vertex,anthropic}` selects it and the file loses the `_vertex_` in its name, which was already the wrong name for what it does. Nothing referenced it, so the rename costs nothing. Vertex stays the default: it is what the four published Claude legs ran on. Three things the first-party path needs that Vertex did not: - Its status codes mean different things, and the docstring now says which. 401 is a credential problem and nothing else; 400 is a request that was understood and refused, which here is either an empty credit balance or the Fable family's data-retention requirement -- both name themselves, hence printing the provider's message verbatim. - The 404 control earns its keep twice over. On Vertex it separates "wrong spelling" from "not entitled"; on first-party it separates "not a model" from "not enabled for us", which otherwise share a status code. - The key lives in the gitignored repo-root .env, so the probe now loads it the way vertex_usage.py does. That also fixes a latent gap on the Vertex side: GOOGLE_CLOUD_PROJECT in .env was previously invisible to this script, which read os.environ only. A 200 now prints stop_reason and the token counts alongside it. That is not decoration: Fable cannot disable thinking, so a 16-token budget may be spent before any text is emitted. The call still proves reachability, and calling that a failure would be wrong -- but a reader needs to see which of the two happened. `--max-tokens` is a flag rather than an edit so bracketing Fable's thinking floor, when someone gets to it, needs no change to this file. Costs nothing to have run: every non-200 is free, and a 200 is a fraction of a cent. No detection cache and no usage-log rows are touched -- this is a probe, not a leg. Co-Authored-By: Claude Opus 5 (1M context) Claude-Session: https://claude.ai/code/session_01QjWxvSJybx4xJUaVTvGnR7 --- .../model_comparison/probe_claude_models.py | 224 ++++++++++++++++++ .../model_comparison/probe_vertex_models.py | 110 --------- 2 files changed, 224 insertions(+), 110 deletions(-) create mode 100644 scripts/model_comparison/probe_claude_models.py delete mode 100644 scripts/model_comparison/probe_vertex_models.py diff --git a/scripts/model_comparison/probe_claude_models.py b/scripts/model_comparison/probe_claude_models.py new file mode 100644 index 00000000..eae2f09c --- /dev/null +++ b/scripts/model_comparison/probe_claude_models.py @@ -0,0 +1,224 @@ +#!/usr/bin/env python +"""Ask a serving path whether a Claude model id is reachable on our account. + +Answers one question before any leg is planned: *is this model id real, and is +it enabled for us?* Both serving paths distinguish those two cases, and the +distinction is the whole point of running this. + +Two paths, because #156 forced the question. Every paid Claude leg published so +far ran on **Vertex** (`--serving-path vertex`, the default), which is why that +is what this script was originally written against. Vertex gates the Fable +family behind a project setting we do not control, so the alternative is +Anthropic's **first-party API** (`--serving-path anthropic`), a different +credential and a different rate card for the same weights. + +Status semantics, which differ by path: + + 200 reachable now -- a leg can run today. Prints stop_reason and output + tokens too; see PROBE_MAX_TOKENS for why those are worth reading. + + vertex: + 403 the id RESOLVED but the project is not entitled. The message says why; + for the Fable family it is the publisher data-sharing setting, which is + a project-level configuration change, not something a script should + make. + 404 Vertex did not resolve the id at all -- almost always a spelling that + does not exist (`claude-fable-5.1` vs `claude-fable-5-1`), NOT a + permission problem. + + anthropic: + 404 the id does not exist for this account -- the same "wrong spelling" + signal Vertex sends as a 404. + 401 the key is bad or revoked. Distinct from every model-level answer, so a + wall of 401s is a credential problem and nothing else. + 400 the request was understood and refused. The two that matter here are an + empty credit balance and the Fable family's data-retention requirement; + both name themselves in the message, which is why it is printed + verbatim. + +That last row of the vertex block is what makes a 403 informative. A 403 on +every `anthropic` id would be consistent with a blanket publisher block; a 404 +on a misspelling alongside 403s on real ids proves the gate is per-model and +that the ids behind it exist. Probing a deliberately-wrong spelling is therefore +part of the measurement, not a typo -- see PROBE_CONTROL. The same control earns +its place on the first-party path, where a 404 otherwise reads as "not enabled +for us" rather than "not a model". + +Cost: each 200 is a real generate call, capped at --max-tokens, so a full run +costs a fraction of a cent. Every non-200 costs nothing. Nothing here writes to +the detection cache or the usage log -- this is a reachability probe, not a leg, +and its spend is too small to be worth a ledger row. + +Usage: + + # Vertex (ADC, the path the four published Claude legs ran on) + python scripts/model_comparison/probe_claude_models.py + + # Anthropic first-party (ANTHROPIC_API_KEY, from the environment or .env) + python scripts/model_comparison/probe_claude_models.py --serving-path anthropic + + python scripts/model_comparison/probe_claude_models.py --models claude-opus-5 +""" +import argparse +import os +import sys +from pathlib import Path + +REPO = Path(__file__).resolve().parents[2] + +# The ids #156 is about, plus claude-opus-5 as a POSITIVE CONTROL: without a +# known-good id in the same run, a wall of 403s (or 401s) is indistinguishable +# from broken credentials. +PROBE_MODELS = ("claude-fable-5", "claude-fable-5-1", "claude-opus-5") + +# A spelling Anthropic does not publish. Expected to 404 -- see the module +# docstring for why a deliberate miss is load-bearing here. +PROBE_CONTROL = "claude-fable-5.1" + +# Deliberately tiny: this asks whether the door opens, not how the model +# performs. It is low enough that the Fable family -- which cannot disable +# thinking -- may stop at `max_tokens` before emitting any text. That is still a +# 200 and still proves reachability, which is why the stop_reason is printed +# rather than treated as a failure. Bracketing Fable's actual thinking floor is +# a separate measurement; --max-tokens is here so it needs no edit to this file. +PROBE_MAX_TOKENS = 16 +PROBE_PROMPT = "Reply with the single word: ok" + +SERVING_PATHS = ("vertex", "anthropic") + + +def _load_dotenv(): + """Reuse compare.py's .env loader so the probe reads the same credentials + file the legs do -- GOOGLE_CLOUD_PROJECT for the vertex path, + ANTHROPIC_API_KEY for the first-party one. Imported inside the function (the + vertex_usage.py idiom) so this module still imports without the detector + stack on the path.""" + try: + from compare import load_dotenv + except ImportError: + return + load_dotenv(str(REPO)) + + +def make_client(args, ap): + """The SDK client for one serving path, or ``ap.error`` with what is missing. + + ``max_retries=0`` on both: a 403/404/401 is the answer here, not a blip, and + retrying it would only slow the probe down and blur the reading.""" + if args.serving_path == "vertex": + if not args.project: + ap.error("no project: pass --project or set GOOGLE_CLOUD_PROJECT " + "(and authenticate with `gcloud auth application-default " + "login`)") + from anthropic import AnthropicVertex + + return AnthropicVertex(project_id=args.project, region=args.location, + max_retries=0) + + from anthropic import Anthropic + + if not os.environ.get("ANTHROPIC_API_KEY"): + ap.error("no ANTHROPIC_API_KEY: put it in the repo-root .env (which is " + "gitignored) or the environment. Keys are minted at " + "console.anthropic.com; a key with no credit balance " + "authenticates and then fails each call with a 400 that says " + "so.") + return Anthropic(max_retries=0) + + +def probe(client, model_id, max_tokens=PROBE_MAX_TOKENS): + """``(status, detail)`` for one model id. Never raises.""" + import anthropic + + try: + resp = client.messages.create( + model=model_id, + max_tokens=max_tokens, + messages=[{"role": "user", "content": PROBE_PROMPT}], + ) + except anthropic.APIStatusError as e: + # e.message is the provider's own text; it carries the actionable part + # (which setting, which API) and is the reason this prints it verbatim + # rather than a summary of it. + return e.status_code, (e.message or "").strip() + except anthropic.APIConnectionError as e: + return "conn", f"connection error: {e}" + + # A 200 is the answer, but not the whole of it. `stop_reason` distinguishes a + # model that answered from one that spent the whole budget thinking, and the + # output count is the first (very coarse) datapoint on where the Fable + # family's thinking floor sits -- the unknown that --claude-max-tokens + # exists for on the detector. + detail = f"served by {getattr(resp, 'model', model_id)}" + usage = getattr(resp, "usage", None) + if usage is not None: + detail += (f"; {getattr(usage, 'input_tokens', 0) or 0} in / " + f"{getattr(usage, 'output_tokens', 0) or 0} out tokens") + reason = getattr(resp, "stop_reason", None) + if reason: + detail += f"; stop_reason={reason}" + if reason == "max_tokens": + detail += (f" (spent the whole {max_tokens}-token budget before " + f"answering -- still reachable; raise --max-tokens to " + f"see it reply)") + return 200, detail + + +def main(argv=None): + ap = argparse.ArgumentParser(description=__doc__, + formatter_class=argparse.RawDescriptionHelpFormatter) + ap.add_argument("--serving-path", choices=SERVING_PATHS, default="vertex", + help="Which account answers. `vertex` (default) is what the " + "four published Claude legs ran on; `anthropic` is the " + "first-party API, a different credential and a " + "different rate card for the same weights " + "(default: %(default)s)") + ap.add_argument("--models", nargs="+", default=list(PROBE_MODELS), + help="model ids to probe (default: %(default)s)") + ap.add_argument("--no-control", action="store_true", + help=f"skip the {PROBE_CONTROL} 404 control") + ap.add_argument("--max-tokens", type=int, default=PROBE_MAX_TOKENS, + help="ceiling on each probe answer. Thinking bills against " + "it, so on the Fable family the default may be spent " + "before any text is emitted (default: %(default)s)") + ap.add_argument("--project", default=None, + help="vertex only; defaults to GOOGLE_CLOUD_PROJECT") + ap.add_argument("--location", default=None, + help="vertex only; the endpoint. `global` is what the legs " + "run on and is priced 10%% below regional " + "(default: global)") + args = ap.parse_args(argv) + + # After parsing, so an explicit flag still wins over the file. + _load_dotenv() + if args.project is None: + args.project = os.environ.get("GOOGLE_CLOUD_PROJECT") + if args.location is None: + args.location = os.environ.get("GOOGLE_CLOUD_LOCATION") or "global" + + client = make_client(args, ap) + + ids = list(args.models) + if not args.no_control and PROBE_CONTROL not in ids: + ids.append(PROBE_CONTROL) + + if args.serving_path == "vertex": + print(f"serving_path=vertex project={args.project} " + f"location={args.location}\n") + else: + print("serving_path=anthropic (first-party API, ANTHROPIC_API_KEY)\n") + + worst = 0 + for model_id in ids: + status, detail = probe(client, model_id, max_tokens=args.max_tokens) + print(f"{model_id:<24} {status}") + for line in detail.splitlines(): + print(f"{'':<24} {line}") + print() + if model_id in args.models and status != 200: + worst = 1 + return worst + + +if __name__ == "__main__": + sys.exit(main()) diff --git a/scripts/model_comparison/probe_vertex_models.py b/scripts/model_comparison/probe_vertex_models.py deleted file mode 100644 index 63391cc1..00000000 --- a/scripts/model_comparison/probe_vertex_models.py +++ /dev/null @@ -1,110 +0,0 @@ -#!/usr/bin/env python -"""Ask Vertex whether a Claude model id is reachable on this project. - -Answers one question before any leg is planned: *is this model id real, and is -it enabled for us?* Vertex distinguishes the two, and the distinction is the -whole point of running this: - - 200 reachable now -- a leg can run today. - 403 the id RESOLVED but the project is not entitled. The message says why; - for the Fable family it is the publisher data-sharing setting, which is - a project-level configuration change, not something a script should make. - 404 Vertex did not resolve the id at all -- almost always a spelling that - does not exist (`claude-fable-5.1` vs `claude-fable-5-1`), NOT a - permission problem. - -That last row is what makes a 403 informative. A 403 on every `anthropic` id -would be consistent with a blanket publisher block; a 404 on a misspelling -alongside 403s on real ids proves the gate is per-model and that the ids behind -it exist. Probing a deliberately-wrong spelling is therefore part of the -measurement, not a typo -- see PROBE_CONTROL. - -Cost: each 200 is a real generate call, capped at PROBE_MAX_TOKENS, so a full -run costs a fraction of a cent. 403s and 404s cost nothing. Nothing here writes -to the detection cache or the usage log -- this is a reachability probe, not a -leg. - -Usage (needs the same ADC the Gemini and Claude legs use): - - python scripts/model_comparison/probe_vertex_models.py - python scripts/model_comparison/probe_vertex_models.py --models claude-opus-5 -""" -import argparse -import os -import sys - -# The ids #156 is about, plus claude-opus-5 as a POSITIVE CONTROL: without a -# known-good id in the same run, a wall of 403s is indistinguishable from broken -# credentials. -PROBE_MODELS = ("claude-fable-5", "claude-fable-5-1", "claude-opus-5") - -# A spelling Anthropic does not publish. Expected to 404 -- see the module -# docstring for why a deliberate miss is load-bearing here. -PROBE_CONTROL = "claude-fable-5.1" - -PROBE_MAX_TOKENS = 16 -PROBE_PROMPT = "Reply with the single word: ok" - - -def probe(client, model_id): - """``(status, detail)`` for one model id. Never raises.""" - import anthropic - - try: - resp = client.messages.create( - model=model_id, - max_tokens=PROBE_MAX_TOKENS, - messages=[{"role": "user", "content": PROBE_PROMPT}], - ) - except anthropic.APIStatusError as e: - # e.message is the provider's own text; it carries the actionable part - # (which setting, which API) and is the reason this prints it verbatim - # rather than a summary of it. - return e.status_code, (e.message or "").strip() - except anthropic.APIConnectionError as e: - return "conn", f"connection error: {e}" - return 200, f"served by {getattr(resp, 'model', model_id)}" - - -def main(argv=None): - ap = argparse.ArgumentParser(description=__doc__, - formatter_class=argparse.RawDescriptionHelpFormatter) - ap.add_argument("--models", nargs="+", default=list(PROBE_MODELS), - help="model ids to probe (default: %(default)s)") - ap.add_argument("--no-control", action="store_true", - help=f"skip the {PROBE_CONTROL} 404 control") - ap.add_argument("--project", default=os.environ.get("GOOGLE_CLOUD_PROJECT")) - ap.add_argument("--location", - default=os.environ.get("GOOGLE_CLOUD_LOCATION") or "global", - help="Vertex endpoint; `global` is what the legs run on and " - "is priced 10%% below regional (default: %(default)s)") - args = ap.parse_args(argv) - - if not args.project: - ap.error("no project: pass --project or set GOOGLE_CLOUD_PROJECT " - "(and authenticate with `gcloud auth application-default login`)") - - from anthropic import AnthropicVertex - - client = AnthropicVertex(project_id=args.project, region=args.location, - max_retries=0) # a 403 is the answer, not a blip - - ids = list(args.models) - if not args.no_control and PROBE_CONTROL not in ids: - ids.append(PROBE_CONTROL) - - print(f"project={args.project} location={args.location}\n") - worst = 0 - for model_id in ids: - status, detail = probe(client, model_id) - print(f"{model_id:<24} {status}") - for line in detail.splitlines(): - print(f"{'':<24} {line}") - print() - if model_id in args.models and status != 200: - worst = 1 - return worst - - -if __name__ == "__main__": - sys.exit(main()) From 94f0837181aa5671a741a562d389f9650f5b411e Mon Sep 17 00:00:00 2001 From: Jon Froehlich Date: Sat, 5 Sep 2026 07:08:37 -0700 Subject: [PATCH 03/16] Give ClaudeDetector a second serving path, and price both Fable ids (#156) Vertex gates the Fable family behind a publisher data-sharing setting that is not ours to flip. Anthropic's first-party API serves both ids today (probed 2026-09-05, e0ca0df), so `--claude-serving-path {vertex,anthropic}` picks the account. `vertex` stays the default: it is what all four published Claude legs ran on, and nothing about them changes here. THE SERVING PATH IS NOT IN THE CACHE KEY, and that is the load-bearing decision. It names which account answered, not what was asked -- the same model id on the same views should return the same detections whoever bills for them. Putting it in `signature()` would fragment the cache along an axis that does not change the answer, and would orphan $28.82 of paid annapolis detections the moment any leg moved. test_claude_cache_key_is_frozen still passes on all four published legs, and a new test asserts the two paths hash identically. If the paths ever DO diverge in output, that is a finding to measure and write down, not a cache key to add quietly. So provenance goes to the usage log instead, as a top-level `serving_path` field beside `model_versions` -- same reasoning, it cannot be reconstructed later. `model_versions` cannot stand in: both paths report the bare model id. Without this field nothing distinguishes a Vertex leg from a first-party one afterwards. Three behaviours are Vertex-specific and now say so: - The transient-404 retry. That is entitlement propagating unevenly across Vertex serving backends; on first-party a 404 is permanent, and retrying it turns a mistyped --claude-model into 30 seconds of backoff before the same error. - The regional-pricing warning. GOOGLE_CLOUD_LOCATION is shared with the Gemini legs, so it can be set to a region for reasons unrelated to Claude. On Vertex that really does make cost figures ~9% low; first-party has no endpoint dimension, and warning anyway trains the reader to ignore a real alarm. - The credential error. Each path names what IT needs, and the first-party one names the prepaid trap: a valid key with no balance authenticates and then fails every call with a 400. pricing.py gains both Fable ids, read off claude.com/pricing on 2026-09-05 -- the page that governs THIS billing path, which is also why the rows that were blocked on an unrenderable Vertex rate card are no longer blocked. Both are $10/$50, exactly 2x claude-opus-5. The cache rows are why reading rather than deriving matters: Fable 5 reads cache at the standard 0.1x of input ($1.00), but Fable 5.1 reads at $0.25/MTok, which is no multiple of its input rate. The usual multipliers would have overstated 5.1's cache reads 4x. The two Fable legs are deliberately NOT registered in roster.py yet. A row there is a leg that has RUN and published detections -- three tests enforce that, and they caught me adding the rows in advance. They land with the annapolis results. Recorded next to the gap: `published_as` will have to name the serving path as well as the effort, because claude_serving_path is the first pin that is not a signature key and every pin's value must appear in the published name. Co-Authored-By: Claude Opus 5 (1M context) Claude-Session: https://claude.ai/code/session_01QjWxvSJybx4xJUaVTvGnR7 --- rampnet/roster.py | 24 +++++ scripts/model_comparison/compare.py | 20 +++++ scripts/model_comparison/detectors.py | 125 +++++++++++++++++++++----- scripts/model_comparison/pricing.py | 26 ++++++ tests/test_model_comparison.py | 69 ++++++++++++++ 5 files changed, 241 insertions(+), 23 deletions(-) diff --git a/rampnet/roster.py b/rampnet/roster.py index 39745a5e..0becf270 100644 --- a/rampnet/roster.py +++ b/rampnet/roster.py @@ -34,6 +34,15 @@ ``claude-sonnet-5`` at effort ``low`` and at effort ``high`` are different runs with different cache keys and different results. Each is its own entry, and ``pins`` names the knob it holds, as ``(("claude_effort", "high"),)``. + + **A pin is what the leg needs to REPRODUCE, which is a superset of what enters the + signature.** ``claude_serving_path`` (#156) will be the first pin that is not a + signature key: a Fable leg must run against ``anthropic`` because Vertex gates that + family, but the path does not change the detections and deliberately stays out of the + cache key (see ``ClaudeDetector.signature``). Pinning it anyway is what will keep a + bare ``claude:claude-fable-5-1`` from resolving to a Vertex run that 403s. Note the + consequence for naming: ``published_as`` must spell out every pin's value, so such a + leg is ``claude-fable-5-1-effort-low-anthropic``. * ``published_as`` is the filename stem under ``benchmark/model_detections/``, and it defaults to ``label``. It exists because ``label`` cannot carry a pin: the label is baked into cache keys that were already paid for, so renaming it orphans the @@ -220,6 +229,14 @@ def slug(label): published_as="claude-sonnet-5-effort-high", note="1.98 boxes/pano. Loses F1 to effort in the same direction as Opus, " "which is what makes that a pattern rather than one model's quirk."), + # #156's two Fable legs are NOT registered here yet, deliberately. A row in + # this table is a leg that has RUN and published detections -- that is what + # test_every_registered_leg_has_published_detections enforces -- so they get + # added with the annapolis results, not in advance of them. The machinery they + # need (claude_serving_path in PROVIDER_DEFAULTS, priced rows for both ids) is + # in place; when they land, `published_as` must name the serving path as well + # as the effort, per test_a_pinned_leg_is_published_under_a_name_that_says_so: + # `claude-fable-5-1-effort-low-anthropic`, not `...-effort-low`. ) #: Specs whose label cannot be derived from the spec, because the ``model_id`` slot @@ -280,6 +297,13 @@ def slug(label): "claude_image_format": None, "claude_temperature": None, "claude_max_tokens": None, + # Which account serves the calls. `vertex` is what all four published legs ran + # on, so it stays the default; the Fable legs pin `anthropic` because Vertex + # gates that family. Unlike the three settings above, this one does NOT enter + # the detection signature -- see ClaudeDetector.signature -- so changing it + # does not orphan the cache. It is still a pin, because reproducing a Fable + # leg requires it. + "claude_serving_path": "vertex", "qwen_model": "Qwen/Qwen3-VL-8B-Instruct", "qwen_coord_space": "auto", "owlv2_model": "google/owlv2-large-patch14-ensemble", diff --git a/scripts/model_comparison/compare.py b/scripts/model_comparison/compare.py index 81feb40e..59b97ae7 100644 --- a/scripts/model_comparison/compare.py +++ b/scripts/model_comparison/compare.py @@ -391,6 +391,15 @@ def report_usage(detector, label, city, panos_scored, usage_log_path): # ~6x more tiled than whole-pano, and without this two such runs log # identically. Same reasoning as the detections export (9e87290). "signature": detector.signature() if hasattr(detector, "signature") else None, + # Which account served this run (#156). Deliberately NOT in `signature` + # above -- that is the cache key, and the path does not change the answer + # -- so this is the only place it is written down, and the only thing + # that can distinguish a Vertex leg from a first-party one afterwards + # (`model_versions` cannot; both report the bare model id). It also says + # which reconciliation is available: vertex_usage.py can recover + # server-side spend for `vertex` and has no equivalent for `anthropic`. + # None for providers that have no such notion. + "serving_path": getattr(detector, "serving_path", None), # How each call terminated. Empty for providers that report nothing. "stop_reasons": stop_reasons or None, **usage, @@ -582,6 +591,17 @@ def build_parser(): "SUPPRESSES THINKING, which makes --claude-effort inert. " "'auto' (default) lets effort actually do something. Also " "part of the cache key.") + ap.add_argument("--claude-serving-path", default=_D["claude_serving_path"], + choices=["vertex", "anthropic"], + help="Which account serves the calls. 'vertex' (default) is " + "ADC + GOOGLE_CLOUD_PROJECT, what all four published " + "Claude legs ran on. 'anthropic' is the first-party API " + "via ANTHROPIC_API_KEY, needed for models Vertex gates " + "(the Fable family). NOT part of the cache key -- the " + "same request should return the same detections whoever " + "bills for it -- but it IS recorded in --usage-log, and " + "a number produced on one path carries that as a caveat " + "when compared with numbers from the other.") ap.add_argument("--claude-max-tokens", type=int, default=_D["claude_max_tokens"], help="Ceiling on one call's answer. Thinking bills against it, so " "a call that thinks too long is CUT OFF mid-thought and the " diff --git a/scripts/model_comparison/detectors.py b/scripts/model_comparison/detectors.py index 1d365a8b..a750a1b8 100644 --- a/scripts/model_comparison/detectors.py +++ b/scripts/model_comparison/detectors.py @@ -925,6 +925,14 @@ def boxes_from_claude_response(resp): CLAUDE_AS_RUN_MAX_TOKENS = 4096 CLAUDE_IMAGE_FORMATS = {"jpeg": ("JPEG", "image/jpeg"), "png": ("PNG", "image/png")} +# Which account serves the call (#156). NOT one of the as-run constants above, +# because it is deliberately absent from the signature -- see +# ClaudeDetector.signature. `vertex` is what all four published legs ran on; +# `anthropic` is the first-party API, reached when Vertex gates a model the way +# it gates the Fable family behind the publisher data-sharing setting. +CLAUDE_SERVING_PATHS = ("vertex", "anthropic") +CLAUDE_AS_RUN_SERVING_PATH = "vertex" + def claude_forbids_forced_tools(model_id): """Whether ``model_id`` rejects ``tool_choice`` of ``tool``/``any`` with a 400. @@ -937,12 +945,28 @@ def claude_forbids_forced_tools(model_id): class ClaudeDetector(_VLMDetector): - """Claude via Google Cloud Vertex AI (#122). - - Runs on the SAME credential path as the Gemini legs -- Vertex + ADC, same - project, same ``global`` location -- so it needs no new secret. Vertex's - Claude rates match Anthropic's first-party rates on ``global`` (regional - endpoints cost 10% more), verified 2026-08-15; see pricing.py. + """Claude, over either of two serving paths (#122, #156). + + ``serving_path="vertex"`` (the default, and what all four published legs ran + on) uses Google Cloud Vertex AI: the SAME credential path as the Gemini legs + -- Vertex + ADC, same project, same ``global`` location -- so it needs no new + secret. Vertex's Claude rates match Anthropic's first-party rates on + ``global`` (regional endpoints cost 10% more), verified 2026-08-15. + + ``serving_path="anthropic"`` uses Anthropic's first-party API and an + ``ANTHROPIC_API_KEY``. It exists because Vertex gates the Fable family behind + a project-level publisher data-sharing setting; first-party serves both Fable + ids today (probed 2026-09-05, see probe_claude_models.py). Same weights, and + the rate card is separate but currently identical for the models we price. + + **The path does not enter the cache key** -- see ``signature`` -- so a leg run + on one path and re-scored on the other reuses detections rather than re-paying. + That is deliberate, and it makes recording which path ran a job for the + usage log (compare.report_usage), not the signature. Two consequences worth + knowing before you switch a leg: a number produced here carries its serving + path as a caveat that must travel with it into docs/model_comparison.md, and + ``scripts/analysis/vertex_usage.py`` can reconcile spend server-side only for + the vertex path -- on first-party, ``--usage-log`` is the only record. """ name = "claude" @@ -955,8 +979,13 @@ def __init__(self, model_id="claude-sonnet-5", max_edge=None, tile=True, project=None, location=None, effort="low", tool_choice="auto", views=None, image_format=CLAUDE_AS_RUN_IMAGE_FORMAT, temperature=CLAUDE_AS_RUN_TEMPERATURE, - max_tokens=CLAUDE_AS_RUN_MAX_TOKENS): + max_tokens=CLAUDE_AS_RUN_MAX_TOKENS, + serving_path=CLAUDE_AS_RUN_SERVING_PATH): super().__init__(model_id, max_edge, tile=tile, views=views) + if serving_path not in CLAUDE_SERVING_PATHS: + raise ValueError(f"unknown serving_path {serving_path!r} " + f"(choose from: {', '.join(CLAUDE_SERVING_PATHS)})") + self.serving_path = serving_path if image_format not in CLAUDE_IMAGE_FORMATS: raise ValueError(f"unknown image_format {image_format!r} " f"(choose from: {', '.join(sorted(CLAUDE_IMAGE_FORMATS))})") @@ -1022,7 +1051,16 @@ def signature(self): Image encoding and temperature are inputs too, but they appear ONLY when they deviate from what the published legs ran (see CLAUDE_AS_RUN_IMAGE_FORMAT). Recording an unchanged default would change - the hash without changing the run and orphan the paid annapolis cache.""" + the hash without changing the run and orphan the paid annapolis cache. + + ``serving_path`` is NOT here, and not under the deviation rule either. It + names which account answered, not what was asked -- the same model id on + the same views should return the same detections whoever bills for them, + so adding it would fragment the cache along an axis that does not change + the answer, and would orphan $28.82 of paid annapolis detections the + moment any leg moved. It is recorded in the usage log instead, where + provenance belongs. If the two paths ever DO diverge in output, that is a + finding to measure and write down, not a cache key to add quietly.""" sig = super().signature() sig["effort"] = self.effort sig["tool_choice"] = self.tool_choice @@ -1044,7 +1082,13 @@ def location_warning(self): pricing.py's Claude rates are the ``global`` ones; Vertex bills regional endpoints 10% above them. GOOGLE_CLOUD_LOCATION is shared with the Gemini legs, so a region set for Gemini's sake silently makes every Claude cost - figure ~9% low. Returns None when there is nothing to say.""" + figure ~9% low. Returns None when there is nothing to say. + + Vertex-only. First-party billing has no endpoint dimension, so a + GOOGLE_CLOUD_LOCATION left set for Gemini's sake must not raise a pricing + alarm about a path it does not price.""" + if self.serving_path != "vertex": + return None if self.location == "global": return None return (f"[{self.model_id}] WARNING: {self.location!r} is a REGIONAL Vertex " @@ -1053,30 +1097,56 @@ def location_warning(self): f"Unset GOOGLE_CLOUD_LOCATION (or set it to 'global') to match the " f"table.") + # max_retries above the SDK default of 2: a full-city run is ~750 calls and a + # transient 429/5xx mid-leg is expensive to redo. Matches the Gemini rig's 5 + # attempts, and applies to both serving paths -- a rate limit is a rate limit. + _MAX_RETRIES = 5 + def _ensure_ready(self): + if self._client is not None: + return + warning = self.location_warning() + if warning: + print(warning) + self._client = (self._anthropic_client() if self.serving_path == "anthropic" + else self._vertex_client()) + + def _vertex_client(self): try: from anthropic import AnthropicVertex except ImportError as e: raise ImportError( "ClaudeDetector needs the `anthropic[vertex]` package " "(pip install -r requirements-vlm.txt)") from e - if self._client is not None: - return if not self.project: raise RuntimeError( "Claude on Vertex needs GOOGLE_CLOUD_PROJECT (and ADC via " "`gcloud auth application-default login`) -- the same credentials " "the Gemini legs use. Each Claude model must also be enabled " "separately in Vertex Model Garden; an un-enabled model 404s with " - "'was not found or your project does not have access to it'.") - # max_retries above the SDK default of 2: a full-city run is ~750 calls and - # a transient 429/5xx mid-leg is expensive to redo. Matches the Gemini rig's - # 5 attempts. - warning = self.location_warning() - if warning: - print(warning) - self._client = AnthropicVertex(project_id=self.project, region=self.location, - max_retries=5) + "'was not found or your project does not have access to it'. If " + "the model is gated rather than un-enabled (the Fable family is, " + "behind the publisher data-sharing setting), " + "--claude-serving-path anthropic is the other way in.") + return AnthropicVertex(project_id=self.project, region=self.location, + max_retries=self._MAX_RETRIES) + + def _anthropic_client(self): + try: + from anthropic import Anthropic + except ImportError as e: + raise ImportError( + "ClaudeDetector needs the `anthropic` package " + "(pip install -r requirements-vlm.txt)") from e + if not os.environ.get("ANTHROPIC_API_KEY"): + raise RuntimeError( + "Claude on the first-party API needs ANTHROPIC_API_KEY. It reads " + "from the environment or the gitignored repo-root .env, the same " + "file GOOGLE_CLOUD_PROJECT lives in. Note the API is PREPAID: a " + "valid key with no credit balance authenticates and then fails " + "every call with a 400 saying so. Check reachability first with " + "`probe_claude_models.py --serving-path anthropic`.") + return Anthropic(max_retries=self._MAX_RETRIES) # Vertex intermittently answers a perfectly good request with 404 "Publisher # model ... was not found or your project does not have access to it", most @@ -1115,12 +1185,19 @@ def _raw_detect(self, image): b64, media_type = self._encode_image(image) + # Vertex-only. The transient 404 below is an artifact of entitlement + # propagating unevenly across Vertex serving backends; on the first-party + # API a 404 means the model id does not exist for this account, which is + # permanent. Retrying it there would turn a typo into 30 seconds of + # backoff before the same error, which is how a wrong --claude-model + # reads as a network problem. + attempts = self._NOT_FOUND_RETRIES if self.serving_path == "vertex" else 1 delay = self._NOT_FOUND_BACKOFF - for attempt in range(self._NOT_FOUND_RETRIES): + for attempt in range(attempts): try: return self._call(b64, media_type) except NotFoundError: - if attempt == self._NOT_FOUND_RETRIES - 1: + if attempt == attempts - 1: raise if not self._not_found_warned: self._not_found_warned = True @@ -1900,7 +1977,9 @@ def build_detector(provider, model_id, records, args): or CLAUDE_AS_RUN_IMAGE_FORMAT), temperature=getattr(args, "claude_temperature", CLAUDE_AS_RUN_TEMPERATURE), max_tokens=(getattr(args, "claude_max_tokens", None) - or CLAUDE_AS_RUN_MAX_TOKENS)) + or CLAUDE_AS_RUN_MAX_TOKENS), + serving_path=(getattr(args, "claude_serving_path", None) + or _D("claude_serving_path"))) if provider == "qwen": mid = model_id or args.qwen_model coord_space = getattr(args, "qwen_coord_space", "auto") diff --git a/scripts/model_comparison/pricing.py b/scripts/model_comparison/pricing.py index b5f2bc78..562e3b58 100644 --- a/scripts/model_comparison/pricing.py +++ b/scripts/model_comparison/pricing.py @@ -70,6 +70,32 @@ "cache_read_per_m": 0.50, "cache_write_per_m": 6.25, "as_of": "2026-08-15", "note": "Vertex `global`; regional +10%.", }, + # Claude Fable via Anthropic's FIRST-PARTY API (#156), not Vertex: that family + # is gated on Vertex behind the publisher data-sharing setting, so these legs + # run on a different account and a different rate card. Source: the Anthropic + # pricing page (claude.com/pricing), read 2026-09-05 -- i.e. the page that + # actually governs this billing path. No endpoint dimension here, so unlike + # the Vertex rows above there is no regional premium to get wrong. + # + # Both ids are $10/$50, exactly 2x claude-opus-5. The cache rows are why this + # had to be READ: Fable 5 reads cache at the standard 0.1x of input ($1.00), + # but Fable 5.1 reads at $0.25/MTok, which is NOT any multiplier of its input + # rate. Deriving these from the usual multipliers would have overstated 5.1's + # cache reads 4x. Both write at 1.25x input, the standard 5-minute-TTL rate. + # Zero on every run so far -- nothing sets cache_control, and the tool + # definition renders below the minimum cacheable prefix -- but recorded so the + # first run that does is priced whole rather than silently low. + "claude-fable-5": { + "input_per_m": 10.00, "output_per_m": 50.00, + "cache_read_per_m": 1.00, "cache_write_per_m": 12.50, "as_of": "2026-09-05", + "note": "Anthropic first-party API, NOT Vertex (gated there). No regional tier.", + }, + "claude-fable-5-1": { + "input_per_m": 10.00, "output_per_m": 50.00, + "cache_read_per_m": 0.25, "cache_write_per_m": 12.50, "as_of": "2026-09-05", + "note": ("Anthropic first-party API, NOT Vertex (gated there). No regional " + "tier. Cache read $0.25/MTok is a rate of its own, not 0.1x input."), + }, } diff --git a/tests/test_model_comparison.py b/tests/test_model_comparison.py index 0b82390a..a672e0e0 100644 --- a/tests/test_model_comparison.py +++ b/tests/test_model_comparison.py @@ -1148,6 +1148,75 @@ def test_claude_deviating_from_the_as_run_settings_invalidates_the_cache(kwargs) cache_key("claude-sonnet-5", other.signature(), "annapolis", "p1") +def test_claude_serving_path_stays_out_of_the_cache_key(): + """Which account billed the call is not part of what was asked (#156). + + The same model id, prompt and views should return the same detections whoever + serves them, so putting the path in the key would fragment the cache along an + axis that does not change the answer — and would orphan $28.82 of paid + annapolis detections the instant a leg moved. Provenance goes to the usage + log instead. This is the pair to test_claude_cache_key_is_frozen: that one + pins the four published keys, this one says a path switch cannot move them.""" + vertex = ClaudeDetector(model_id="claude-sonnet-5", serving_path="vertex") + first_party = ClaudeDetector(model_id="claude-sonnet-5", serving_path="anthropic") + assert "serving_path" not in vertex.signature() + assert vertex.signature() == first_party.signature() + assert cache_key("claude-sonnet-5", vertex.signature(), "annapolis", "p1") == \ + cache_key("claude-sonnet-5", first_party.signature(), "annapolis", "p1") + + +def test_claude_rejects_an_unknown_serving_path(): + """Refused at construction, like the Fable forced-tool guard: a typo that + reaches the client constructor fails with the SDK's error, not ours.""" + with pytest.raises(ValueError, match="serving_path"): + ClaudeDetector(model_id="claude-sonnet-5", serving_path="bedrock") + + +def test_usage_record_carries_the_serving_path(tmp_path): + """The one place the path is written down, so it has to actually be written. + + `model_versions` cannot stand in — both paths report the bare model id — and + the signature deliberately omits it, so without this field nothing + distinguishes a Vertex leg from a first-party one after the fact. It also + says which reconciliation exists: vertex_usage.py recovers server-side spend + for `vertex` and has no first-party equivalent.""" + det = ClaudeDetector(model_id="claude-fable-5-1", serving_path="anthropic") + det.accumulate_usage(10, 5, 0) + log = tmp_path / "usage_log.jsonl" + report_usage(det, "claude-fable-5-1", "annapolis", 125, str(log)) + rec = json.loads(log.read_text(encoding="utf-8").splitlines()[-1]) + assert rec["serving_path"] == "anthropic" + assert "serving_path" not in (rec["signature"] or {}) + + +def test_the_regional_pricing_warning_is_vertex_only(): + """GOOGLE_CLOUD_LOCATION is shared with the Gemini legs, so it can be set to a + region for reasons that have nothing to do with Claude. On Vertex that really + does make the cost figures ~9% low and is worth shouting about; on the + first-party path there is no endpoint dimension, and warning anyway would + train the reader to ignore a real alarm.""" + regional = ClaudeDetector(model_id="claude-sonnet-5", location="us-east5") + assert "REGIONAL" in (regional.location_warning() or "") + first_party = ClaudeDetector(model_id="claude-fable-5-1", location="us-east5", + serving_path="anthropic") + assert first_party.location_warning() is None + + +@pytest.mark.parametrize("model_id", ["claude-fable-5", "claude-fable-5-1"]) +def test_both_fable_ids_are_priced_from_the_first_party_card(model_id): + """#156 runs both ids, so both need a price — and the cache rows had to be + READ, not derived. Fable 5 reads cache at the standard 0.1x of input; Fable + 5.1 reads at $0.25/MTok, which is no multiple of its $10 input rate. Deriving + it would have overstated 5.1's cache reads 4x.""" + from pricing import price_for + p = price_for(model_id) + assert (p["input_per_m"], p["output_per_m"]) == (10.00, 50.00) + assert p["as_of"] == "2026-09-05" + assert "first-party" in p["note"] + assert price_for("claude-fable-5")["cache_read_per_m"] == 1.00 + assert price_for("claude-fable-5-1")["cache_read_per_m"] == 0.25 + + def test_claude_tool_choice_is_in_the_cache_key(): auto = ClaudeDetector(model_id="claude-sonnet-5", tool_choice="auto") forced = ClaudeDetector(model_id="claude-sonnet-5", tool_choice="forced") From e3382aba5e936303be7e488e09d68823752f9303 Mon Sep 17 00:00:00 2001 From: Jon Froehlich Date: Sat, 5 Sep 2026 07:27:34 -0700 Subject: [PATCH 04/16] Calibration: Fable's thinking floor is real, ~$39 for both annapolis legs (#156) Five annapolis panos on each Fable id, first-party path, effort low. Purpose was to replace the $19-$90 cost band in this issue with a measured number before committing to 750 calls. Answer: the low end. claude-fable-5-1 2,033 in / 136 out per call $0.0272/call -> $20.40 claude-fable-5 2,035 in / 98 out per call $0.0253/call -> $18.98 Input per call lands within 4 tokens of the claude-opus-5 measurement (2,031), which is the cross-check that the rig is sending identical pixels down a different serving path. THIS REFUTES A PREMISE OF THIS ISSUE. #156 reasoned that because the Fable family cannot disable thinking, the near-zero-thinking floor that makes our effort=low Opus leg cheap does not exist. It does. claude-fable-5 spent 1,618 thinking tokens across 48 calls (~34/call) and claude-fable-5-1 reported zero across 54; both sit near Opus's 110 output tokens/call. Always-on is adaptive, not a floor. The earlier probe hinted at this on a toy prompt; this is the same finding on real 1024x1024 views, which is what makes it load-bearing. Accuracy is NOT reported as a result -- n=5, and the confidence intervals cover most of the unit interval. It is recorded only because the direction is worth knowing before the full run: identical recall (4/5 both), but 1 false positive for 5.1 against 6 for 5. If that survives 125 panos it decides which leg is the one to publish; at n=5 it decides nothing. Cost of the calibration itself: $2.68 over 102 calls, against a ~$1.55 estimate for 60. The overrun is bookkeeping, not the models. A first attempt was launched with `set -x` in the wrapper, which would have traced the API key into a log file; it was killed for that reason, but it had already completed both models (60 calls, $1.58) -- killing a task does not un-spend it. The re-run then re-called 42 of 60 because most of the first run's detections were not in the cache when it started, a gap this commit does not explain and does not paper over. The cache is verified intact now: 5 panos per model resolve at the keys the detector computes today, so the full leg pays for 120 panos, not 125. Co-Authored-By: Claude Opus 5 (1M context) Claude-Session: https://claude.ai/code/session_01QjWxvSJybx4xJUaVTvGnR7 --- analysis_out/usage_log.jsonl | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/analysis_out/usage_log.jsonl b/analysis_out/usage_log.jsonl index 2201101a..cd149a8e 100644 --- a/analysis_out/usage_log.jsonl +++ b/analysis_out/usage_log.jsonl @@ -4,3 +4,7 @@ {"ts": "2026-09-04T17:21:26+00:00", "bundle": "laurens_mapillary", "label": "claude-opus-5", "provider": "claude", "model_id": "claude-opus-5", "model_versions": {"claude-opus-5": 552}, "panos_scored": 92, "signature": {"provider": "claude", "model_id": "claude-opus-5", "tile": true, "max_edge": 1568, "source_max_edge": 4096, "views": [[0.0, -30.0, 90.0, 90.0, 1024, 1024], [60.0, -30.0, 90.0, 90.0, 1024, 1024], [120.0, -30.0, 90.0, 90.0, 1024, 1024], [180.0, -30.0, 90.0, 90.0, 1024, 1024], [240.0, -30.0, 90.0, 90.0, 1024, 1024], [300.0, -30.0, 90.0, 90.0, 1024, 1024]], "prompt": "Detect every curb ramp in this street-level image. A curb ramp (curb cut) is the short sloped ramp cut into a sidewalk curb at a street corner or crossing that lets a wheelchair or stroller roll from sidewalk to street. Return one tight bounding box per curb ramp. Do not box driveways, stairs, or crosswalk paint. If there are no curb ramps, return an empty list.", "effort": "low", "tool_choice": "auto", "box_tool": "{\"description\": \"Report every curb ramp visible in the image, as tight pixel bounding boxes in the image's own coordinate space. Report an empty list if there are none.\", \"input_schema\": {\"additionalProperties\": false, \"properties\": {\"boxes\": {\"items\": {\"additionalProperties\": false, \"properties\": {\"x1\": {\"type\": \"integer\"}, \"x2\": {\"type\": \"integer\"}, \"y1\": {\"type\": \"integer\"}, \"y2\": {\"type\": \"integer\"}}, \"required\": [\"x1\", \"y1\", \"x2\", \"y2\"], \"type\": \"object\"}, \"type\": \"array\"}}, \"required\": [\"boxes\"], \"type\": \"object\"}, \"name\": \"report_curb_ramps\"}"}, "stop_reasons": {"tool_use": 552}, "calls": 552, "input_tokens": 1121112, "output_tokens": 37238, "thoughts_tokens": 506, "cache_read_input_tokens": 0, "cache_write_input_tokens": 0, "est_cost_usd": 6.5365, "pricing": {"input_per_m": 5.0, "output_per_m": 25.0, "cache_read_per_m": 0.5, "cache_write_per_m": 6.25, "as_of": "2026-08-15", "note": "Vertex `global`; regional +10%."}} {"ts": "2026-09-04T18:03:21+00:00", "bundle": "laurens_gsv", "label": "claude-opus-5", "provider": "claude", "model_id": "claude-opus-5", "model_versions": {"claude-opus-5": 516}, "panos_scored": 86, "signature": {"provider": "claude", "model_id": "claude-opus-5", "tile": true, "max_edge": 1568, "source_max_edge": 4096, "views": [[0.0, -30.0, 90.0, 90.0, 1024, 1024], [60.0, -30.0, 90.0, 90.0, 1024, 1024], [120.0, -30.0, 90.0, 90.0, 1024, 1024], [180.0, -30.0, 90.0, 90.0, 1024, 1024], [240.0, -30.0, 90.0, 90.0, 1024, 1024], [300.0, -30.0, 90.0, 90.0, 1024, 1024]], "prompt": "Detect every curb ramp in this street-level image. A curb ramp (curb cut) is the short sloped ramp cut into a sidewalk curb at a street corner or crossing that lets a wheelchair or stroller roll from sidewalk to street. Return one tight bounding box per curb ramp. Do not box driveways, stairs, or crosswalk paint. If there are no curb ramps, return an empty list.", "effort": "low", "tool_choice": "auto", "box_tool": "{\"description\": \"Report every curb ramp visible in the image, as tight pixel bounding boxes in the image's own coordinate space. Report an empty list if there are none.\", \"input_schema\": {\"additionalProperties\": false, \"properties\": {\"boxes\": {\"items\": {\"additionalProperties\": false, \"properties\": {\"x1\": {\"type\": \"integer\"}, \"x2\": {\"type\": \"integer\"}, \"y1\": {\"type\": \"integer\"}, \"y2\": {\"type\": \"integer\"}}, \"required\": [\"x1\", \"y1\", \"x2\", \"y2\"], \"type\": \"object\"}, \"type\": \"array\"}}, \"required\": [\"boxes\"], \"type\": \"object\"}, \"name\": \"report_curb_ramps\"}"}, "stop_reasons": {"tool_use": 516}, "calls": 516, "input_tokens": 1047996, "output_tokens": 34611, "thoughts_tokens": 306, "cache_read_input_tokens": 0, "cache_write_input_tokens": 0, "est_cost_usd": 6.1053, "pricing": {"input_per_m": 5.0, "output_per_m": 25.0, "cache_read_per_m": 0.5, "cache_write_per_m": 6.25, "as_of": "2026-08-15", "note": "Vertex `global`; regional +10%."}} {"ts": "2026-09-04T18:04:47+00:00", "bundle": "laurens_mapillary", "label": "claude-opus-5", "provider": "claude", "model_id": "claude-opus-5", "model_versions": {"claude-opus-5": 12}, "panos_scored": 94, "signature": {"provider": "claude", "model_id": "claude-opus-5", "tile": true, "max_edge": 1568, "source_max_edge": 4096, "views": [[0.0, -30.0, 90.0, 90.0, 1024, 1024], [60.0, -30.0, 90.0, 90.0, 1024, 1024], [120.0, -30.0, 90.0, 90.0, 1024, 1024], [180.0, -30.0, 90.0, 90.0, 1024, 1024], [240.0, -30.0, 90.0, 90.0, 1024, 1024], [300.0, -30.0, 90.0, 90.0, 1024, 1024]], "prompt": "Detect every curb ramp in this street-level image. A curb ramp (curb cut) is the short sloped ramp cut into a sidewalk curb at a street corner or crossing that lets a wheelchair or stroller roll from sidewalk to street. Return one tight bounding box per curb ramp. Do not box driveways, stairs, or crosswalk paint. If there are no curb ramps, return an empty list.", "effort": "low", "tool_choice": "auto", "box_tool": "{\"description\": \"Report every curb ramp visible in the image, as tight pixel bounding boxes in the image's own coordinate space. Report an empty list if there are none.\", \"input_schema\": {\"additionalProperties\": false, \"properties\": {\"boxes\": {\"items\": {\"additionalProperties\": false, \"properties\": {\"x1\": {\"type\": \"integer\"}, \"x2\": {\"type\": \"integer\"}, \"y1\": {\"type\": \"integer\"}, \"y2\": {\"type\": \"integer\"}}, \"required\": [\"x1\", \"y1\", \"x2\", \"y2\"], \"type\": \"object\"}, \"type\": \"array\"}}, \"required\": [\"boxes\"], \"type\": \"object\"}, \"name\": \"report_curb_ramps\"}"}, "stop_reasons": {"tool_use": 12}, "calls": 12, "input_tokens": 24372, "output_tokens": 685, "thoughts_tokens": 0, "cache_read_input_tokens": 0, "cache_write_input_tokens": 0, "est_cost_usd": 0.139, "pricing": {"input_per_m": 5.0, "output_per_m": 25.0, "cache_read_per_m": 0.5, "cache_write_per_m": 6.25, "as_of": "2026-08-15", "note": "Vertex `global`; regional +10%."}} +{"ts": "2026-09-05T14:21:06+00:00", "bundle": "annapolis", "label": "claude-fable-5-1", "provider": "claude", "model_id": "claude-fable-5-1", "model_versions": {"claude-fable-5-1": 30}, "panos_scored": 5, "signature": {"provider": "claude", "model_id": "claude-fable-5-1", "tile": true, "max_edge": 1568, "source_max_edge": 4096, "views": [[0.0, -30.0, 90.0, 90.0, 1024, 1024], [60.0, -30.0, 90.0, 90.0, 1024, 1024], [120.0, -30.0, 90.0, 90.0, 1024, 1024], [180.0, -30.0, 90.0, 90.0, 1024, 1024], [240.0, -30.0, 90.0, 90.0, 1024, 1024], [300.0, -30.0, 90.0, 90.0, 1024, 1024]], "prompt": "Detect every curb ramp in this street-level image. A curb ramp (curb cut) is the short sloped ramp cut into a sidewalk curb at a street corner or crossing that lets a wheelchair or stroller roll from sidewalk to street. Return one tight bounding box per curb ramp. Do not box driveways, stairs, or crosswalk paint. If there are no curb ramps, return an empty list.", "effort": "low", "tool_choice": "auto", "box_tool": "{\"description\": \"Report every curb ramp visible in the image, as tight pixel bounding boxes in the image's own coordinate space. Report an empty list if there are none.\", \"input_schema\": {\"additionalProperties\": false, \"properties\": {\"boxes\": {\"items\": {\"additionalProperties\": false, \"properties\": {\"x1\": {\"type\": \"integer\"}, \"x2\": {\"type\": \"integer\"}, \"y1\": {\"type\": \"integer\"}, \"y2\": {\"type\": \"integer\"}}, \"required\": [\"x1\", \"y1\", \"x2\", \"y2\"], \"type\": \"object\"}, \"type\": \"array\"}}, \"required\": [\"boxes\"], \"type\": \"object\"}, \"name\": \"report_curb_ramps\"}"}, "serving_path": "anthropic", "stop_reasons": {"tool_use": 30}, "calls": 30, "input_tokens": 60990, "output_tokens": 4107, "thoughts_tokens": 0, "cache_read_input_tokens": 0, "cache_write_input_tokens": 0, "est_cost_usd": 0.8153, "pricing": {"input_per_m": 10.0, "output_per_m": 50.0, "cache_read_per_m": 0.25, "cache_write_per_m": 12.5, "as_of": "2026-09-05", "note": "Anthropic first-party API, NOT Vertex (gated there). No regional tier. Cache read $0.25/MTok is a rate of its own, not 0.1x input."}} +{"ts": "2026-09-05T14:22:15+00:00", "bundle": "annapolis", "label": "claude-fable-5-1", "provider": "claude", "model_id": "claude-fable-5-1", "model_versions": {"claude-fable-5-1": 24}, "panos_scored": 5, "signature": {"provider": "claude", "model_id": "claude-fable-5-1", "tile": true, "max_edge": 1568, "source_max_edge": 4096, "views": [[0.0, -30.0, 90.0, 90.0, 1024, 1024], [60.0, -30.0, 90.0, 90.0, 1024, 1024], [120.0, -30.0, 90.0, 90.0, 1024, 1024], [180.0, -30.0, 90.0, 90.0, 1024, 1024], [240.0, -30.0, 90.0, 90.0, 1024, 1024], [300.0, -30.0, 90.0, 90.0, 1024, 1024]], "prompt": "Detect every curb ramp in this street-level image. A curb ramp (curb cut) is the short sloped ramp cut into a sidewalk curb at a street corner or crossing that lets a wheelchair or stroller roll from sidewalk to street. Return one tight bounding box per curb ramp. Do not box driveways, stairs, or crosswalk paint. If there are no curb ramps, return an empty list.", "effort": "low", "tool_choice": "auto", "box_tool": "{\"description\": \"Report every curb ramp visible in the image, as tight pixel bounding boxes in the image's own coordinate space. Report an empty list if there are none.\", \"input_schema\": {\"additionalProperties\": false, \"properties\": {\"boxes\": {\"items\": {\"additionalProperties\": false, \"properties\": {\"x1\": {\"type\": \"integer\"}, \"x2\": {\"type\": \"integer\"}, \"y1\": {\"type\": \"integer\"}, \"y2\": {\"type\": \"integer\"}}, \"required\": [\"x1\", \"y1\", \"x2\", \"y2\"], \"type\": \"object\"}, \"type\": \"array\"}}, \"required\": [\"boxes\"], \"type\": \"object\"}, \"name\": \"report_curb_ramps\"}"}, "serving_path": "anthropic", "stop_reasons": {"tool_use": 24}, "calls": 24, "input_tokens": 48792, "output_tokens": 3252, "thoughts_tokens": 0, "cache_read_input_tokens": 0, "cache_write_input_tokens": 0, "est_cost_usd": 0.6505, "pricing": {"input_per_m": 10.0, "output_per_m": 50.0, "cache_read_per_m": 0.25, "cache_write_per_m": 12.5, "as_of": "2026-09-05", "note": "Anthropic first-party API, NOT Vertex (gated there). No regional tier. Cache read $0.25/MTok is a rate of its own, not 0.1x input."}} +{"ts": "2026-09-05T14:23:20+00:00", "bundle": "annapolis", "label": "claude-fable-5", "provider": "claude", "model_id": "claude-fable-5", "model_versions": {"claude-fable-5": 30}, "panos_scored": 5, "signature": {"provider": "claude", "model_id": "claude-fable-5", "tile": true, "max_edge": 1568, "source_max_edge": 4096, "views": [[0.0, -30.0, 90.0, 90.0, 1024, 1024], [60.0, -30.0, 90.0, 90.0, 1024, 1024], [120.0, -30.0, 90.0, 90.0, 1024, 1024], [180.0, -30.0, 90.0, 90.0, 1024, 1024], [240.0, -30.0, 90.0, 90.0, 1024, 1024], [300.0, -30.0, 90.0, 90.0, 1024, 1024]], "prompt": "Detect every curb ramp in this street-level image. A curb ramp (curb cut) is the short sloped ramp cut into a sidewalk curb at a street corner or crossing that lets a wheelchair or stroller roll from sidewalk to street. Return one tight bounding box per curb ramp. Do not box driveways, stairs, or crosswalk paint. If there are no curb ramps, return an empty list.", "effort": "low", "tool_choice": "auto", "box_tool": "{\"description\": \"Report every curb ramp visible in the image, as tight pixel bounding boxes in the image's own coordinate space. Report an empty list if there are none.\", \"input_schema\": {\"additionalProperties\": false, \"properties\": {\"boxes\": {\"items\": {\"additionalProperties\": false, \"properties\": {\"x1\": {\"type\": \"integer\"}, \"x2\": {\"type\": \"integer\"}, \"y1\": {\"type\": \"integer\"}, \"y2\": {\"type\": \"integer\"}}, \"required\": [\"x1\", \"y1\", \"x2\", \"y2\"], \"type\": \"object\"}, \"type\": \"array\"}}, \"required\": [\"boxes\"], \"type\": \"object\"}, \"name\": \"report_curb_ramps\"}"}, "serving_path": "anthropic", "stop_reasons": {"tool_use": 30}, "calls": 30, "input_tokens": 61050, "output_tokens": 2955, "thoughts_tokens": 961, "cache_read_input_tokens": 0, "cache_write_input_tokens": 0, "est_cost_usd": 0.7582, "pricing": {"input_per_m": 10.0, "output_per_m": 50.0, "cache_read_per_m": 1.0, "cache_write_per_m": 12.5, "as_of": "2026-09-05", "note": "Anthropic first-party API, NOT Vertex (gated there). No regional tier."}} +{"ts": "2026-09-05T14:23:45+00:00", "bundle": "annapolis", "label": "claude-fable-5", "provider": "claude", "model_id": "claude-fable-5", "model_versions": {"claude-fable-5": 18}, "panos_scored": 5, "signature": {"provider": "claude", "model_id": "claude-fable-5", "tile": true, "max_edge": 1568, "source_max_edge": 4096, "views": [[0.0, -30.0, 90.0, 90.0, 1024, 1024], [60.0, -30.0, 90.0, 90.0, 1024, 1024], [120.0, -30.0, 90.0, 90.0, 1024, 1024], [180.0, -30.0, 90.0, 90.0, 1024, 1024], [240.0, -30.0, 90.0, 90.0, 1024, 1024], [300.0, -30.0, 90.0, 90.0, 1024, 1024]], "prompt": "Detect every curb ramp in this street-level image. A curb ramp (curb cut) is the short sloped ramp cut into a sidewalk curb at a street corner or crossing that lets a wheelchair or stroller roll from sidewalk to street. Return one tight bounding box per curb ramp. Do not box driveways, stairs, or crosswalk paint. If there are no curb ramps, return an empty list.", "effort": "low", "tool_choice": "auto", "box_tool": "{\"description\": \"Report every curb ramp visible in the image, as tight pixel bounding boxes in the image's own coordinate space. Report an empty list if there are none.\", \"input_schema\": {\"additionalProperties\": false, \"properties\": {\"boxes\": {\"items\": {\"additionalProperties\": false, \"properties\": {\"x1\": {\"type\": \"integer\"}, \"x2\": {\"type\": \"integer\"}, \"y1\": {\"type\": \"integer\"}, \"y2\": {\"type\": \"integer\"}}, \"required\": [\"x1\", \"y1\", \"x2\", \"y2\"], \"type\": \"object\"}, \"type\": \"array\"}}, \"required\": [\"boxes\"], \"type\": \"object\"}, \"name\": \"report_curb_ramps\"}"}, "serving_path": "anthropic", "stop_reasons": {"tool_use": 18}, "calls": 18, "input_tokens": 36630, "output_tokens": 1776, "thoughts_tokens": 657, "cache_read_input_tokens": 0, "cache_write_input_tokens": 0, "est_cost_usd": 0.4551, "pricing": {"input_per_m": 10.0, "output_per_m": 50.0, "cache_read_per_m": 1.0, "cache_write_per_m": 12.5, "as_of": "2026-09-05", "note": "Anthropic first-party API, NOT Vertex (gated there). No regional tier."}} From b3c722bb45a7c6c286a6fb8f118d6e8336c42185 Mon Sep 17 00:00:00 2001 From: Jon Froehlich Date: Sat, 5 Sep 2026 09:48:04 -0700 Subject: [PATCH 05/16] Annapolis, both Fable legs: F1 0.610 and 0.611, $38.33 (#156) Both clear the 0.567 gate and both beat claude-opus-5 at effort low (0.588), making this the first time a general-purpose model has displaced Opus on annapolis. The two are also indistinguishable from each other -- 0.610 vs 0.611 -- while sitting at visibly different operating points, which is the same shape as this benchmark's effort finding (#123): the knob moves precision against recall, not the ceiling. claude-fable-5-1 P 0.637 R 0.585 F1 0.610 172/98/122/15 $19.86 claude-fable-5 P 0.579 R 0.646 F1 0.611 190/138/104/12 $18.47 Cost landed within 1.5% of the calibration projection on both legs, and thinking held at the calibrated rate: 254 tokens over 720 calls for 5.1, 23,699 (~33/call) for 5. The always-on-thinking cost premise this issue assumed is now refuted at full scale on both ids. Ledger rows committed before any write-up: token counts are the one artifact a re-run cannot reproduce. Co-Authored-By: Claude Opus 5 (1M context) Claude-Session: https://claude.ai/code/session_01QjWxvSJybx4xJUaVTvGnR7 --- analysis_out/usage_log.jsonl | 2 ++ 1 file changed, 2 insertions(+) diff --git a/analysis_out/usage_log.jsonl b/analysis_out/usage_log.jsonl index cd149a8e..e58bc8e9 100644 --- a/analysis_out/usage_log.jsonl +++ b/analysis_out/usage_log.jsonl @@ -8,3 +8,5 @@ {"ts": "2026-09-05T14:22:15+00:00", "bundle": "annapolis", "label": "claude-fable-5-1", "provider": "claude", "model_id": "claude-fable-5-1", "model_versions": {"claude-fable-5-1": 24}, "panos_scored": 5, "signature": {"provider": "claude", "model_id": "claude-fable-5-1", "tile": true, "max_edge": 1568, "source_max_edge": 4096, "views": [[0.0, -30.0, 90.0, 90.0, 1024, 1024], [60.0, -30.0, 90.0, 90.0, 1024, 1024], [120.0, -30.0, 90.0, 90.0, 1024, 1024], [180.0, -30.0, 90.0, 90.0, 1024, 1024], [240.0, -30.0, 90.0, 90.0, 1024, 1024], [300.0, -30.0, 90.0, 90.0, 1024, 1024]], "prompt": "Detect every curb ramp in this street-level image. A curb ramp (curb cut) is the short sloped ramp cut into a sidewalk curb at a street corner or crossing that lets a wheelchair or stroller roll from sidewalk to street. Return one tight bounding box per curb ramp. Do not box driveways, stairs, or crosswalk paint. If there are no curb ramps, return an empty list.", "effort": "low", "tool_choice": "auto", "box_tool": "{\"description\": \"Report every curb ramp visible in the image, as tight pixel bounding boxes in the image's own coordinate space. Report an empty list if there are none.\", \"input_schema\": {\"additionalProperties\": false, \"properties\": {\"boxes\": {\"items\": {\"additionalProperties\": false, \"properties\": {\"x1\": {\"type\": \"integer\"}, \"x2\": {\"type\": \"integer\"}, \"y1\": {\"type\": \"integer\"}, \"y2\": {\"type\": \"integer\"}}, \"required\": [\"x1\", \"y1\", \"x2\", \"y2\"], \"type\": \"object\"}, \"type\": \"array\"}}, \"required\": [\"boxes\"], \"type\": \"object\"}, \"name\": \"report_curb_ramps\"}"}, "serving_path": "anthropic", "stop_reasons": {"tool_use": 24}, "calls": 24, "input_tokens": 48792, "output_tokens": 3252, "thoughts_tokens": 0, "cache_read_input_tokens": 0, "cache_write_input_tokens": 0, "est_cost_usd": 0.6505, "pricing": {"input_per_m": 10.0, "output_per_m": 50.0, "cache_read_per_m": 0.25, "cache_write_per_m": 12.5, "as_of": "2026-09-05", "note": "Anthropic first-party API, NOT Vertex (gated there). No regional tier. Cache read $0.25/MTok is a rate of its own, not 0.1x input."}} {"ts": "2026-09-05T14:23:20+00:00", "bundle": "annapolis", "label": "claude-fable-5", "provider": "claude", "model_id": "claude-fable-5", "model_versions": {"claude-fable-5": 30}, "panos_scored": 5, "signature": {"provider": "claude", "model_id": "claude-fable-5", "tile": true, "max_edge": 1568, "source_max_edge": 4096, "views": [[0.0, -30.0, 90.0, 90.0, 1024, 1024], [60.0, -30.0, 90.0, 90.0, 1024, 1024], [120.0, -30.0, 90.0, 90.0, 1024, 1024], [180.0, -30.0, 90.0, 90.0, 1024, 1024], [240.0, -30.0, 90.0, 90.0, 1024, 1024], [300.0, -30.0, 90.0, 90.0, 1024, 1024]], "prompt": "Detect every curb ramp in this street-level image. A curb ramp (curb cut) is the short sloped ramp cut into a sidewalk curb at a street corner or crossing that lets a wheelchair or stroller roll from sidewalk to street. Return one tight bounding box per curb ramp. Do not box driveways, stairs, or crosswalk paint. If there are no curb ramps, return an empty list.", "effort": "low", "tool_choice": "auto", "box_tool": "{\"description\": \"Report every curb ramp visible in the image, as tight pixel bounding boxes in the image's own coordinate space. Report an empty list if there are none.\", \"input_schema\": {\"additionalProperties\": false, \"properties\": {\"boxes\": {\"items\": {\"additionalProperties\": false, \"properties\": {\"x1\": {\"type\": \"integer\"}, \"x2\": {\"type\": \"integer\"}, \"y1\": {\"type\": \"integer\"}, \"y2\": {\"type\": \"integer\"}}, \"required\": [\"x1\", \"y1\", \"x2\", \"y2\"], \"type\": \"object\"}, \"type\": \"array\"}}, \"required\": [\"boxes\"], \"type\": \"object\"}, \"name\": \"report_curb_ramps\"}"}, "serving_path": "anthropic", "stop_reasons": {"tool_use": 30}, "calls": 30, "input_tokens": 61050, "output_tokens": 2955, "thoughts_tokens": 961, "cache_read_input_tokens": 0, "cache_write_input_tokens": 0, "est_cost_usd": 0.7582, "pricing": {"input_per_m": 10.0, "output_per_m": 50.0, "cache_read_per_m": 1.0, "cache_write_per_m": 12.5, "as_of": "2026-09-05", "note": "Anthropic first-party API, NOT Vertex (gated there). No regional tier."}} {"ts": "2026-09-05T14:23:45+00:00", "bundle": "annapolis", "label": "claude-fable-5", "provider": "claude", "model_id": "claude-fable-5", "model_versions": {"claude-fable-5": 18}, "panos_scored": 5, "signature": {"provider": "claude", "model_id": "claude-fable-5", "tile": true, "max_edge": 1568, "source_max_edge": 4096, "views": [[0.0, -30.0, 90.0, 90.0, 1024, 1024], [60.0, -30.0, 90.0, 90.0, 1024, 1024], [120.0, -30.0, 90.0, 90.0, 1024, 1024], [180.0, -30.0, 90.0, 90.0, 1024, 1024], [240.0, -30.0, 90.0, 90.0, 1024, 1024], [300.0, -30.0, 90.0, 90.0, 1024, 1024]], "prompt": "Detect every curb ramp in this street-level image. A curb ramp (curb cut) is the short sloped ramp cut into a sidewalk curb at a street corner or crossing that lets a wheelchair or stroller roll from sidewalk to street. Return one tight bounding box per curb ramp. Do not box driveways, stairs, or crosswalk paint. If there are no curb ramps, return an empty list.", "effort": "low", "tool_choice": "auto", "box_tool": "{\"description\": \"Report every curb ramp visible in the image, as tight pixel bounding boxes in the image's own coordinate space. Report an empty list if there are none.\", \"input_schema\": {\"additionalProperties\": false, \"properties\": {\"boxes\": {\"items\": {\"additionalProperties\": false, \"properties\": {\"x1\": {\"type\": \"integer\"}, \"x2\": {\"type\": \"integer\"}, \"y1\": {\"type\": \"integer\"}, \"y2\": {\"type\": \"integer\"}}, \"required\": [\"x1\", \"y1\", \"x2\", \"y2\"], \"type\": \"object\"}, \"type\": \"array\"}}, \"required\": [\"boxes\"], \"type\": \"object\"}, \"name\": \"report_curb_ramps\"}"}, "serving_path": "anthropic", "stop_reasons": {"tool_use": 18}, "calls": 18, "input_tokens": 36630, "output_tokens": 1776, "thoughts_tokens": 657, "cache_read_input_tokens": 0, "cache_write_input_tokens": 0, "est_cost_usd": 0.4551, "pricing": {"input_per_m": 10.0, "output_per_m": 50.0, "cache_read_per_m": 1.0, "cache_write_per_m": 12.5, "as_of": "2026-09-05", "note": "Anthropic first-party API, NOT Vertex (gated there). No regional tier."}} +{"ts": "2026-09-05T15:52:23+00:00", "bundle": "annapolis", "label": "claude-fable-5-1", "provider": "claude", "model_id": "claude-fable-5-1", "model_versions": {"claude-fable-5-1": 720}, "panos_scored": 125, "signature": {"provider": "claude", "model_id": "claude-fable-5-1", "tile": true, "max_edge": 1568, "source_max_edge": 4096, "views": [[0.0, -30.0, 90.0, 90.0, 1024, 1024], [60.0, -30.0, 90.0, 90.0, 1024, 1024], [120.0, -30.0, 90.0, 90.0, 1024, 1024], [180.0, -30.0, 90.0, 90.0, 1024, 1024], [240.0, -30.0, 90.0, 90.0, 1024, 1024], [300.0, -30.0, 90.0, 90.0, 1024, 1024]], "prompt": "Detect every curb ramp in this street-level image. A curb ramp (curb cut) is the short sloped ramp cut into a sidewalk curb at a street corner or crossing that lets a wheelchair or stroller roll from sidewalk to street. Return one tight bounding box per curb ramp. Do not box driveways, stairs, or crosswalk paint. If there are no curb ramps, return an empty list.", "effort": "low", "tool_choice": "auto", "box_tool": "{\"description\": \"Report every curb ramp visible in the image, as tight pixel bounding boxes in the image's own coordinate space. Report an empty list if there are none.\", \"input_schema\": {\"additionalProperties\": false, \"properties\": {\"boxes\": {\"items\": {\"additionalProperties\": false, \"properties\": {\"x1\": {\"type\": \"integer\"}, \"x2\": {\"type\": \"integer\"}, \"y1\": {\"type\": \"integer\"}, \"y2\": {\"type\": \"integer\"}}, \"required\": [\"x1\", \"y1\", \"x2\", \"y2\"], \"type\": \"object\"}, \"type\": \"array\"}}, \"required\": [\"boxes\"], \"type\": \"object\"}, \"name\": \"report_curb_ramps\"}"}, "serving_path": "anthropic", "stop_reasons": {"tool_use": 720}, "calls": 720, "input_tokens": 1463760, "output_tokens": 104430, "thoughts_tokens": 254, "cache_read_input_tokens": 0, "cache_write_input_tokens": 0, "est_cost_usd": 19.8591, "pricing": {"input_per_m": 10.0, "output_per_m": 50.0, "cache_read_per_m": 0.25, "cache_write_per_m": 12.5, "as_of": "2026-09-05", "note": "Anthropic first-party API, NOT Vertex (gated there). No regional tier. Cache read $0.25/MTok is a rate of its own, not 0.1x input."}} +{"ts": "2026-09-05T16:47:23+00:00", "bundle": "annapolis", "label": "claude-fable-5", "provider": "claude", "model_id": "claude-fable-5", "model_versions": {"claude-fable-5": 720}, "panos_scored": 125, "signature": {"provider": "claude", "model_id": "claude-fable-5", "tile": true, "max_edge": 1568, "source_max_edge": 4096, "views": [[0.0, -30.0, 90.0, 90.0, 1024, 1024], [60.0, -30.0, 90.0, 90.0, 1024, 1024], [120.0, -30.0, 90.0, 90.0, 1024, 1024], [180.0, -30.0, 90.0, 90.0, 1024, 1024], [240.0, -30.0, 90.0, 90.0, 1024, 1024], [300.0, -30.0, 90.0, 90.0, 1024, 1024]], "prompt": "Detect every curb ramp in this street-level image. A curb ramp (curb cut) is the short sloped ramp cut into a sidewalk curb at a street corner or crossing that lets a wheelchair or stroller roll from sidewalk to street. Return one tight bounding box per curb ramp. Do not box driveways, stairs, or crosswalk paint. If there are no curb ramps, return an empty list.", "effort": "low", "tool_choice": "auto", "box_tool": "{\"description\": \"Report every curb ramp visible in the image, as tight pixel bounding boxes in the image's own coordinate space. Report an empty list if there are none.\", \"input_schema\": {\"additionalProperties\": false, \"properties\": {\"boxes\": {\"items\": {\"additionalProperties\": false, \"properties\": {\"x1\": {\"type\": \"integer\"}, \"x2\": {\"type\": \"integer\"}, \"y1\": {\"type\": \"integer\"}, \"y2\": {\"type\": \"integer\"}}, \"required\": [\"x1\", \"y1\", \"x2\", \"y2\"], \"type\": \"object\"}, \"type\": \"array\"}}, \"required\": [\"boxes\"], \"type\": \"object\"}, \"name\": \"report_curb_ramps\"}"}, "serving_path": "anthropic", "stop_reasons": {"tool_use": 720}, "calls": 720, "input_tokens": 1465200, "output_tokens": 76418, "thoughts_tokens": 23699, "cache_read_input_tokens": 0, "cache_write_input_tokens": 0, "est_cost_usd": 18.4729, "pricing": {"input_per_m": 10.0, "output_per_m": 50.0, "cache_read_per_m": 1.0, "cache_write_per_m": 12.5, "as_of": "2026-09-05", "note": "Anthropic first-party API, NOT Vertex (gated there). No regional tier."}} From 97c41aad6d7b3329fafb379b3439547bffced79c Mon Sep 17 00:00:00 2001 From: Jon Froehlich Date: Sat, 5 Sep 2026 10:01:35 -0700 Subject: [PATCH 06/16] Register, publish and write up both Fable legs (#156) Annapolis, first-party path, effort low, 125/125 panos each: claude-fable-5 P 0.579 R 0.646 F1 0.611 190/138/104 2.72 boxes/pano claude-fable-5-1 P 0.637 R 0.585 F1 0.610 172/98/122 2.28 boxes/pano Both displace claude-opus-5 (0.588), which had displaced gemini-3.1-pro (0.567). First time a general-purpose model has beaten Opus on this split. RampNet still leads by 0.228. The two are separated by 0.001 F1 -- nothing -- while sitting at visibly different operating points: 5.1 trades 0.061 recall for 0.058 precision and emits 0.44 fewer boxes/pano. Within this family the version is an operating-point dial, the same shape as effort (#123) and the Qwen 8B->32B inversion. Under this project's recall-first framing that argues for the OLDER id, which is worth saying out loud because the reflex is the opposite. Both are standing=False at 1/8 splits, and both clear the pre-registered 0.567 expansion gate -- so that expansion is now a live decision. It has NOT been taken and is priced in the doc (~$155/id for manual_gold alone). Publishing this took four guards to get right, and each caught something real: - The exporter wrote the BARE model id, exactly the failure its own docstring warns about: leg_for() could not match a leg pinned on claude_serving_path because the exporter had no such flag. Added, wired into overrides, and documented as NOT a signature field -- it plays no part in finding the cache, only in resolving the leg's published name from the registry. - test_each_published_file_names_the_leg_it_says_it_is assumed every pin is a signature field. That assumption is what claude_serving_path breaks by design, so the published envelope now carries `pins` and the test looks there for pins the signature does not hold. Legacy files lack the field and never reach that branch, since their pins are all signature fields. - test_every_registered_leg_has_published_detections had already refused these rows once, when they were added before the run. They land now, with the measured density they could not have had then. - PUBLISHED_LEGS keys grew a serving_path element. Six rows come from Vertex and two from a different account; a fixture that could not say which would be hiding the one caveat these numbers most need to carry. Also fixed a stale reference: docs pointed at tests/test_claude_annapolis_leg.py, renamed to test_claude_published_legs.py when it grew past annapolis. The reproduction instructions named a file that does not exist. Co-Authored-By: Claude Opus 5 (1M context) Claude-Session: https://claude.ai/code/session_01QjWxvSJybx4xJUaVTvGnR7 --- analysis_out/scoreboard.json | 128 ++++++++++++++++++ ...e-5-1-effort-low-anthropic__annapolis.json | 1 + ...ble-5-effort-low-anthropic__annapolis.json | 1 + docs/figures/scoreboard_by_split.png | Bin 299262 -> 314168 bytes docs/figures/scoreboard_f1.png | Bin 133064 -> 133048 bytes docs/model_comparison.md | 89 +++++++++++- docs/model_scoreboard.md | 4 + docs/replication.md | 4 +- rampnet/roster.py | 33 +++-- scripts/analysis/export_model_cache.py | 26 +++- tests/test_claude_published_legs.py | 81 +++++++---- tests/test_roster.py | 12 +- tests/test_scoreboard.py | 4 + 13 files changed, 341 insertions(+), 42 deletions(-) create mode 100644 benchmark/model_detections/claude-fable-5-1-effort-low-anthropic__annapolis.json create mode 100644 benchmark/model_detections/claude-fable-5-effort-low-anthropic__annapolis.json diff --git a/analysis_out/scoreboard.json b/analysis_out/scoreboard.json index 90797721..f07daa01 100644 --- a/analysis_out/scoreboard.json +++ b/analysis_out/scoreboard.json @@ -878,6 +878,98 @@ "manual_gold_recall": null, "manual_gold_ap": null }, + { + "model": "claude-fable-5-effort-low-anthropic", + "label": "claude-fable-5", + "spec": "claude:claude-fable-5", + "provider": "claude", + "standing": false, + "display": "claude-fable-5-effort-low-anthropic", + "class": "chat-vlm", + "operating_point": 0.0, + "operating_point_note": "no score", + "coverage": "1/8", + "complete": false, + "pooled_splits": [ + "annapolis" + ], + "precision": 0.579268, + "recall": 0.646259, + "f1": 0.610932, + "ap": null, + "ap_bundle": null, + "ap_is_substituted": false, + "fp_per_pano": 1.104, + "micro_precision": 0.579268, + "micro_recall": 0.646259, + "f1_min": 0.610932, + "f1_max": 0.610932, + "f1_min_split": "annapolis", + "f1_max_split": "annapolis", + "n_splits_run": 1, + "laurens_gsv_f1": null, + "laurens_gsv_precision": null, + "laurens_gsv_recall": null, + "laurens_gsv_ap": null, + "budapest_district5_f1": null, + "budapest_district5_precision": null, + "budapest_district5_recall": null, + "budapest_district5_ap": null, + "sao_paulo_f1": null, + "sao_paulo_precision": null, + "sao_paulo_recall": null, + "sao_paulo_ap": null, + "manual_gold_f1": null, + "manual_gold_precision": null, + "manual_gold_recall": null, + "manual_gold_ap": null + }, + { + "model": "claude-fable-5-1-effort-low-anthropic", + "label": "claude-fable-5-1", + "spec": "claude:claude-fable-5-1", + "provider": "claude", + "standing": false, + "display": "claude-fable-5-1-effort-low-anthropic", + "class": "chat-vlm", + "operating_point": 0.0, + "operating_point_note": "no score", + "coverage": "1/8", + "complete": false, + "pooled_splits": [ + "annapolis" + ], + "precision": 0.637037, + "recall": 0.585034, + "f1": 0.609929, + "ap": null, + "ap_bundle": null, + "ap_is_substituted": false, + "fp_per_pano": 0.784, + "micro_precision": 0.637037, + "micro_recall": 0.585034, + "f1_min": 0.609929, + "f1_max": 0.609929, + "f1_min_split": "annapolis", + "f1_max_split": "annapolis", + "n_splits_run": 1, + "laurens_gsv_f1": null, + "laurens_gsv_precision": null, + "laurens_gsv_recall": null, + "laurens_gsv_ap": null, + "budapest_district5_f1": null, + "budapest_district5_precision": null, + "budapest_district5_recall": null, + "budapest_district5_ap": null, + "sao_paulo_f1": null, + "sao_paulo_precision": null, + "sao_paulo_recall": null, + "sao_paulo_ap": null, + "manual_gold_f1": null, + "manual_gold_precision": null, + "manual_gold_recall": null, + "manual_gold_ap": null + }, { "model": "claude-opus-5-effort-high", "label": "claude-opus-5", @@ -3397,6 +3489,42 @@ "fp_per_pano": 11.282258 } }, + "claude-fable-5-effort-low-anthropic": { + "annapolis": { + "split": "annapolis", + "precision": 0.579268, + "recall": 0.646259, + "f1": 0.610932, + "ap": null, + "ap_source": "bundle", + "ap_bundle": null, + "bundle_floor": null, + "tp": 190, + "fp": 138, + "fn": 104, + "n_panos": 125, + "n_gt_recall": 294, + "fp_per_pano": 1.104 + } + }, + "claude-fable-5-1-effort-low-anthropic": { + "annapolis": { + "split": "annapolis", + "precision": 0.637037, + "recall": 0.585034, + "f1": 0.609929, + "ap": null, + "ap_source": "bundle", + "ap_bundle": null, + "bundle_floor": null, + "tp": 172, + "fp": 98, + "fn": 122, + "n_panos": 125, + "n_gt_recall": 294, + "fp_per_pano": 0.784 + } + }, "claude-opus-5-effort-high": { "annapolis": { "split": "annapolis", diff --git a/benchmark/model_detections/claude-fable-5-1-effort-low-anthropic__annapolis.json b/benchmark/model_detections/claude-fable-5-1-effort-low-anthropic__annapolis.json new file mode 100644 index 00000000..a73d3e87 --- /dev/null +++ b/benchmark/model_detections/claude-fable-5-1-effort-low-anthropic__annapolis.json @@ -0,0 +1 @@ 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\"Report every curb ramp visible in the image, as tight pixel bounding boxes in the image's own coordinate space. Report an empty list if there are none.\", \"input_schema\": {\"additionalProperties\": false, \"properties\": {\"boxes\": {\"items\": {\"additionalProperties\": false, \"properties\": {\"x1\": {\"type\": \"integer\"}, \"x2\": {\"type\": \"integer\"}, \"y1\": {\"type\": \"integer\"}, \"y2\": {\"type\": \"integer\"}}, \"required\": [\"x1\", \"y1\", \"x2\", \"y2\"], \"type\": \"object\"}, \"type\": \"array\"}}, \"required\": [\"boxes\"], \"type\": \"object\"}, \"name\": \"report_curb_ramps\"}","effort":"low","max_edge":1568,"model_id":"claude-fable-5-1","prompt":"Detect every curb ramp in this street-level image. A curb ramp (curb cut) is the short sloped ramp cut into a sidewalk curb at a street corner or crossing that lets a wheelchair or stroller roll from sidewalk to street. Return one tight bounding box per curb ramp. Do not box driveways, stairs, or crosswalk paint. If there are no curb ramps, return an empty list.","provider":"claude","source_max_edge":4096,"tile":true,"tool_choice":"auto","views":[[0.0,-30.0,90.0,90.0,1024,1024],[60.0,-30.0,90.0,90.0,1024,1024],[120.0,-30.0,90.0,90.0,1024,1024],[180.0,-30.0,90.0,90.0,1024,1024],[240.0,-30.0,90.0,90.0,1024,1024],[300.0,-30.0,90.0,90.0,1024,1024]]}} \ No newline at end of file diff --git a/benchmark/model_detections/claude-fable-5-effort-low-anthropic__annapolis.json b/benchmark/model_detections/claude-fable-5-effort-low-anthropic__annapolis.json new file mode 100644 index 00000000..680be388 --- /dev/null +++ b/benchmark/model_detections/claude-fable-5-effort-low-anthropic__annapolis.json @@ -0,0 +1 @@ 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\"Report every curb ramp visible in the image, as tight pixel bounding boxes in the image's own coordinate space. Report an empty list if there are none.\", \"input_schema\": {\"additionalProperties\": false, \"properties\": {\"boxes\": {\"items\": {\"additionalProperties\": false, \"properties\": {\"x1\": {\"type\": \"integer\"}, \"x2\": {\"type\": \"integer\"}, \"y1\": {\"type\": \"integer\"}, \"y2\": {\"type\": \"integer\"}}, \"required\": [\"x1\", \"y1\", \"x2\", \"y2\"], \"type\": \"object\"}, \"type\": \"array\"}}, \"required\": [\"boxes\"], \"type\": \"object\"}, \"name\": \"report_curb_ramps\"}","effort":"low","max_edge":1568,"model_id":"claude-fable-5","prompt":"Detect every curb ramp in this street-level image. A curb ramp (curb cut) is the short sloped ramp cut into a sidewalk curb at a street corner or crossing that lets a wheelchair or stroller roll from sidewalk to street. Return one tight bounding box per curb ramp. Do not box driveways, stairs, or crosswalk paint. 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z2;Qbi2*z{`&`=VK(+m!3*OgNm8|Cy%g;0+~RMkl_tY15mzZ90we$GL+-^H7Al;|$Z(FBsLR44- z(+uf?Y%eyQ@m9&a!_(bxZaOo$j{FTk(b-HaN^wY^yYV_=L&3Jx63Fs3(FimI4G z9;pDhR>2_L)NtBw*Tiwmoc$Xxza^ZsaA#_mrB16s0>P#|`s5QC%JckX(Wj@~H4;;?<_BBzEBHFcUtZvL6d>^y3JqnTLjCl+V*epF){?AK@gv7fkO(IG z;`dT*q?X$+iq4#*^VRMi+ttOst+hy-9j#@<@l(Uk@v$VsQLAuUOySW%<<%uSvorr6 z+d#^>LKj$si_A#c0B;D-W<^r7kJ;B7_*-*48|w?BIe7bHagk5Le&o%5_#eT^x%PS! zA5&cQ`hs~V`O|?JDh#xxmDT$@#5Y5~6V9tinMVFKlDy_67b6gDAMKS61Z9+Cv zHZ29?HUG@GSa>vC84q)ozK2NtQIy}_ZVYAZYZeeCu2M3*0{Qv*} diff --git a/docs/model_comparison.md b/docs/model_comparison.md index aa88f0bd..a82f2d67 100644 --- a/docs/model_comparison.md +++ b/docs/model_comparison.md @@ -59,6 +59,8 @@ and `tests/test_roster.py` fails if the two stop agreeing. Regenerate it with | `claude-opus-5-effort-high` | claude | sparse | 2026-08-15 | — published, not in these tables | | `claude-sonnet-5-effort-low` | claude | sparse | 2026-08-15 | — published, not in these tables | | `claude-sonnet-5-effort-high` | claude | sparse | 2026-08-15 | — published, not in these tables | +| `claude-fable-5-1-effort-low-anthropic` | claude | sparse | 2026-09-05 | — published, not in these tables | +| `claude-fable-5-effort-low-anthropic` | claude | sparse | 2026-09-05 | — published, not in these tables | **"Not in these tables" covers three different situations, and the difference matters.** The tables below are the zero-shot comparison; a leg can sit outside them because its @@ -83,7 +85,7 @@ absent from the roster tables, so no number below moves. Detections are publishe verified (`benchmark/model_detections/claude-*-effort-*__annapolis.json`, 4/4 pairs identical to the cache) and the write-up is the "Claude on Vertex" section further down, where the whole result table is re-derived from those files by -`tests/test_claude_annapolis_leg.py`. **The other nine splits have not been run** — that is +`tests/test_claude_published_legs.py`. **The other nine splits have not been run** — that is a gap in coverage, not a withheld result, and closing it costs about $57 at `low` effort. **The three `y*_pano` rows are the supervised YOLO baseline** (#51), the one part of the @@ -1605,7 +1607,7 @@ reading anything into the numbers — predictions sit tight on the ramps, no off **Every number in this table is re-derivable from committed files**, with no `.model_cache`, no API key and no GPU: the per-panorama detections are published under `benchmark/model_detections/claude-*-effort-*__annapolis.json`, and -`tests/test_claude_annapolis_leg.py` recomputes the whole table from them on every CI run. +`tests/test_claude_published_legs.py` recomputes the whole table from them on every CI run. A number edited here without re-running anything fails the suite. **Effort is an operating-point dial, never a quality lever.** Both models move the same @@ -1670,13 +1672,94 @@ prefix. That puts a 125-pano leg at **≈$3.60** and all ten splits at **≈$61* batch). Effort is the dominant lever: thinking bills as output at $10/MTok, and `low` spends none of it. +### Claude Fable on annapolis (#156): the first legs served off Vertex + +**Serving path caveat, and it travels with every number below.** Vertex gates the whole +Fable family behind a project-level publisher data-sharing setting +(`PublisherModelConfig.data_sharing_enabled_provider`), so these two legs did **not** run +on the Vertex path the four legs above used. They ran on Anthropic's first-party API under +`--claude-serving-path anthropic`, a different account and a different rate card for the +same weights. Same rig, same prompt, same tool definition, same `effort=low`, same JPEG +q90 encoding. The path is deliberately **not** part of the detection cache key — it +changes who bills, not what was asked, and putting it in the key would have orphaned the +$28.82 of paid detections above — so it is recorded in `analysis_out/usage_log.jsonl` and +in each published file's `pins` instead. Whether the two paths return bit-identical +detections for one model id is **untested**; nothing here depends on it, because no model +was run on both. + +| model | P | R | F1 | tp/fp/fn | boxes/pano | thinking tok | cost | +| :--- | ---: | ---: | ---: | :--- | ---: | ---: | ---: | +| `claude-fable-5` | 0.579 | 0.646 | **0.611** | 190/138/104 | 2.72 | 23,699 | $18.47 | +| `claude-fable-5-1` | 0.637 | 0.585 | **0.610** | 172/98/122 | 2.28 | 254 | $19.86 | +| *`claude-opus-5` (low), for reference* | *0.572* | *0.605* | *0.588* | *178/133/116* | *2.56* | *523* | *$8.94* | + +**Both displace `claude-opus-5` at the top of this split**, which had itself displaced +`gemini-3.1-pro-preview` (0.567). This is the first time a general-purpose model has beaten +Opus here. RampNet still leads by **0.228** (0.839 vs 0.611). + +**Within the family, the version is an operating-point dial — not a quality lever.** The +two are separated by **0.001 F1**, which is nothing, while sitting at visibly different +operating points: 5.1 trades 0.061 recall for 0.058 precision against 5, and emits 0.44 +fewer boxes per pano. That is the same shape as the effort finding above and the same shape +as the Qwen 8B→32B inversion: the knob moves *where* on the P/R curve the model sits, and +the ceiling does not move. Which one to prefer is therefore a decision about the +objective, not about the models — and under this project's recall-first framing, where a +false negative is permanent and a false positive is cheap, that argues for `claude-fable-5` +despite it being the older id. + +**The always-on-thinking cost premise was wrong, and this is where it was measured.** +Because the Fable family cannot disable thinking (`{"type": "disabled"}` is a 400 and +`budget_tokens` was removed), #156 predicted a cost band "wider than a flat 2x" — no +near-zero-thinking floor to make an `effort=low` leg cheap. It is a flat 2x. Fable is +$10/$50 per MTok against Opus's $5/$25, and the legs cost 2.2x and 2.1x the Opus leg. +`claude-fable-5` spent ~33 thinking tokens/call and `claude-fable-5-1` ~0.35, against +Opus-low's ~0.7 — always-on thinking is *adaptive*, and on a localization task at low +effort it costs essentially nothing. A 5-pano calibration predicted the full-leg cost to +within 1.5% on both ids. + +**These legs are `standing=False` and cover annapolis only (1 of 8 pooled splits).** Both +clear the pre-registered 0.567 gate for expanding to the full split set, so that expansion +is now a live decision rather than a hypothetical — at the measured $0.0272/call it is +~$155 per id for `manual_gold` alone. It has **not** been taken, and no other split has +been run. + +**Reproducing them** (the detections are committed; nothing below needs an API key): + +```bash +pytest -q tests/test_claude_published_legs.py # recompute both rows from committed files +``` + +Re-exporting from a `.model_cache` that produced them needs the serving path as well as the +effort — not because it changes the cache lookup (it does not), but because the registry +uses it to resolve the leg's published filename: + +```bash +for m in claude-fable-5-1 claude-fable-5; do + python scripts/analysis/export_model_cache.py --splits annapolis --models claude:$m --claude-effort low --claude-serving-path anthropic + python scripts/analysis/export_model_cache.py --verify --splits annapolis --models claude:$m --claude-effort low --claude-serving-path anthropic +done +``` + +Re-running them from scratch needs `ANTHROPIC_API_KEY` (the repo-root `.env` is the +gitignored home for it) and costs ~$38: + +```bash +for m in claude-fable-5-1 claude-fable-5; do + python scripts/model_comparison/compare.py benchmark/annapolis --models claude:$m --claude-serving-path anthropic --claude-effort low +done +``` + +Check reachability first — `python scripts/model_comparison/probe_claude_models.py +--serving-path anthropic` — because a key with no credit balance authenticates and then +fails every call with a 400 that says so. + ### Reproducing these four legs, and one gap in the record The detections are committed, so the table above can be re-derived by anyone with a clone and nothing else: ```bash -pytest -q tests/test_claude_annapolis_leg.py # recompute the table from committed files +pytest -q tests/test_claude_published_legs.py # recompute the table from committed files ``` Re-exporting them from a `.model_cache` that produced them needs the leg's settings, because diff --git a/docs/model_scoreboard.md b/docs/model_scoreboard.md index 9aa59028..7fb4e436 100644 --- a/docs/model_scoreboard.md +++ b/docs/model_scoreboard.md @@ -103,6 +103,8 @@ column exists to prevent. They are reported per split instead, at the split they |---|---|---|--:|--:|--:|--:|--:|--:| | Mask2Former Vistas (curb cut) | supervised transfer | `richmond` | 0.411 | 0.697 | 0.517 | 0.513 | 2.5 | 216/309/94 | | Mask2Former Vistas (+curb) | supervised transfer | `richmond` | 0.126 | 0.648 | 0.210 | 0.089 | 11.3 | 201/1399/109 | +| claude-fable-5-effort-low-anthropic | chat VLM | `annapolis` | 0.579 | 0.646 | 0.611 | – | 1.1 | 190/138/104 | +| claude-fable-5-1-effort-low-anthropic | chat VLM | `annapolis` | 0.637 | 0.585 | 0.610 | – | 0.8 | 172/98/122 | | Claude Opus 5 (high) | chat VLM | `annapolis` | 0.430 | 0.656 | 0.520 | – | 2.0 | 193/256/101 | | Claude Opus 5 (low) | chat VLM | `annapolis` | 0.572 | 0.605 | 0.588 | – | 1.1 | 178/133/116 | | Claude Opus 5 (low) | chat VLM | `laurens_mapillary` | 0.485 | 0.386 | 0.430 | – | 1.1 | 96/102/153 | @@ -148,6 +150,8 @@ numbers are directly above them in `model_comparison.md`: | Grounding DINO | 0.053 | 0.073 | 0.035 | 0.042 | 0.055 | 0.068 | 0.055 | 0.045 | 0.053 | 0.054 | 0.042 | 0.049 | 0.082 | | Mask2Former Vistas (curb cut) | 0.517 | – | – | – | – | – | – | – | – | – | – | – | – | | Mask2Former Vistas (+curb) | 0.210 | – | – | – | – | – | – | – | – | – | – | – | – | +| claude-fable-5-effort-low-anthropic | – | – | – | – | 0.611 | – | – | – | – | – | – | – | – | +| claude-fable-5-1-effort-low-anthropic | – | – | – | – | 0.610 | – | – | – | – | – | – | – | – | | Claude Opus 5 (high) | – | – | – | – | 0.520 | – | – | – | – | – | – | – | – | | Claude Opus 5 (low) | – | – | – | – | 0.588 | – | – | 0.430 | – | 0.437 | – | – | – | | Claude Sonnet 5 (low) | – | – | – | – | 0.463 | – | – | – | – | – | – | – | – | diff --git a/docs/replication.md b/docs/replication.md index eff8a9cb..c393dc51 100644 --- a/docs/replication.md +++ b/docs/replication.md @@ -20,7 +20,7 @@ lives on one machine. | `benchmark/miss_taxonomy_46/*.json` (human verdicts) | small | **committed** | ✅ | | RampNet model weights | — | HF `projectsidewalk/rampnet-model` | ✅ | | Stage 1 dataset | **463 GB** (test split ~44 GB) | HF `projectsidewalk/rampnet-dataset` | ✅ | -| `benchmark/model_detections/` (challenger detections) | 25.1 MB (138 files) | **committed** ✅ | ✅ | +| `benchmark/model_detections/` (challenger detections) | 25.1 MB (140 files) | **committed** ✅ | ✅ | | **`location_data/` (the paper's government inventories)** | 71.8 MB | **committed** ✅ | ✅ | | **`street_data/` derivative (what the pipeline actually reads)** | 18.7 MB | **committed** ✅ | ✅ | | `street_data/` raw downloads (NY file alone is 669 MB) | 801 MB | git-ignored; HF #21 pending | ⚠️ superseded by the derivative | @@ -41,7 +41,7 @@ in this sentence — the list here was one of the things that drifted. single-panorama shards keyed by an opaque SHA-1 of (label, signature, city, pano), unreadable without reconstructing detector signatures. `scripts/analysis/export_model_cache.py` consolidates it into human-readable files, one per (model, split), keyed by panorama id with the detector -signature recorded inside. As of 2026-09-04 that is **138 files, 25.1 MB**, and every one of +signature recorded inside. As of 2026-09-05 that is **140 files, 25.1 MB**, and every one of them belongs to a registered leg: | what | files | where it is written up | diff --git a/rampnet/roster.py b/rampnet/roster.py index 0becf270..751cb5c3 100644 --- a/rampnet/roster.py +++ b/rampnet/roster.py @@ -229,14 +229,31 @@ def slug(label): published_as="claude-sonnet-5-effort-high", note="1.98 boxes/pano. Loses F1 to effort in the same direction as Opus, " "which is what makes that a pattern rather than one model's quirk."), - # #156's two Fable legs are NOT registered here yet, deliberately. A row in - # this table is a leg that has RUN and published detections -- that is what - # test_every_registered_leg_has_published_detections enforces -- so they get - # added with the annapolis results, not in advance of them. The machinery they - # need (claude_serving_path in PROVIDER_DEFAULTS, priced rows for both ids) is - # in place; when they land, `published_as` must name the serving path as well - # as the effort, per test_a_pinned_leg_is_published_under_a_name_that_says_so: - # `claude-fable-5-1-effort-low-anthropic`, not `...-effort-low`. + # #156. The first legs served OFF Vertex -- that family is gated there behind a + # publisher data-sharing setting, so these ran on Anthropic's first-party API. + # The serving path is NOT in the detection signature (it does not change the + # answer; see ClaudeDetector.signature), but it IS pinned, because reproducing + # these legs requires it -- which is why `published_as` spells it out. + Challenger( + spec="claude:claude-fable-5-1", label="claude-fable-5-1", provider="claude", + density="sparse", standing=False, added="2026-09-05", + pins=(("claude_effort", "low"), ("claude_serving_path", "anthropic")), + published_as="claude-fable-5-1-effort-low-anthropic", + note="F1 0.610 on annapolis (P 0.637 / R 0.585), 2.28 boxes/pano. Clears " + "the 0.567 gate and displaces claude-opus-5 effort-low (0.588) -- the " + "first general-purpose model to do so on this split. Tied with " + "claude-fable-5 (0.611) at a MORE PRECISE operating point, which is " + "the whole difference between them."), + Challenger( + spec="claude:claude-fable-5", label="claude-fable-5", provider="claude", + density="sparse", standing=False, added="2026-09-05", + pins=(("claude_effort", "low"), ("claude_serving_path", "anthropic")), + published_as="claude-fable-5-effort-low-anthropic", + note="F1 0.611 on annapolis (P 0.579 / R 0.646), 2.72 boxes/pano. " + "Indistinguishable from claude-fable-5-1 on F1 while trading 0.058 " + "precision for 0.061 recall: within this family the model version is " + "an operating-point dial, the same shape as effort in #123. Also " + "spends ~33 thinking tokens/call against 5.1's ~0.35, for no F1."), ) #: Specs whose label cannot be derived from the spec, because the ``model_id`` slot diff --git a/scripts/analysis/export_model_cache.py b/scripts/analysis/export_model_cache.py index ed244af8..5c41499e 100644 --- a/scripts/analysis/export_model_cache.py +++ b/scripts/analysis/export_model_cache.py @@ -159,6 +159,8 @@ def export(cache_dir, out_dir, splits, specs, allow_partial=False, overrides=Non "would write to the same file.") for spec in specs: name = publication_name(spec, cargs, publish_as) + leg = roster.leg_for(spec, cargs) + pins = dict(leg.pins) if leg is not None else {} for city in splits: bundle = os.path.join(REPO, "benchmark", city) if not os.path.exists(os.path.join(bundle, "records.jsonl")): @@ -197,8 +199,16 @@ def export(cache_dir, out_dir, splits, specs, allow_partial=False, overrides=Non collisions.append((label, city, path)) continue with open(path, "w", encoding="utf-8") as fh: + # `pins` is the leg's identity as the registry states it. Every pin + # used to be a signature field, so `signature` recorded them all by + # construction; claude_serving_path (#156) is the first that is not + # -- it changes who bills, not what was asked, so it is kept out of + # the cache key on purpose. Recording the pins here keeps the + # published file self-describing anyway, which is what lets a reader + # tell a Vertex-served leg from a first-party one. Absent on files + # published before this field existed; readers must tolerate that. json.dump({"model": label, "published_as": name, - "city": city, "signature": sig, + "city": city, "signature": sig, "pins": pins, "n_panos": len(dets), "n_uncached": missing, "detections": dets}, fh, **DUMP_KW) written.append((label, city, len(dets), missing, os.path.getsize(path))) @@ -345,6 +355,15 @@ def main(argv=None): "must match the run or the export finds no cache.") p.add_argument("--claude-tool-choice", default="auto", choices=["auto", "forced"], help="Claude tool choice of the producing run (signature field).") + p.add_argument("--claude-serving-path", default="vertex", + choices=["vertex", "anthropic"], + help="Which account served the producing run. UNLIKE the two flags " + "above this is NOT a signature field -- the serving path does " + "not change the detections, so it plays no part in finding the " + "cache. It is here only so the registry lookup can match a leg " + "pinned on it (#156's Fable legs are), which is what lets the " + "filename come from the roster instead of a --publish-as typed " + "from memory.") p.add_argument("--publish-as", help="Filename stem for this leg, when the model id alone does not " "identify it — e.g. claude-sonnet-5 at two effort levels are two " @@ -372,7 +391,10 @@ def main(argv=None): specs = [s.strip() for s in args.models.split(",") if s.strip()] overrides = {"tiling": args.tiling, "yolo_imgsz": args.yolo_imgsz, "claude_effort": args.claude_effort, - "claude_tool_choice": args.claude_tool_choice} + "claude_tool_choice": args.claude_tool_choice, + # Not a signature field, so it does not affect the cache lookup -- + # it is here purely so leg_for() can match a leg pinned on it. + "claude_serving_path": args.claude_serving_path} if args.verify: compared, problems, vacuous, unpublished = verify( diff --git a/tests/test_claude_published_legs.py b/tests/test_claude_published_legs.py index e2dd01bc..f77d504d 100644 --- a/tests/test_claude_published_legs.py +++ b/tests/test_claude_published_legs.py @@ -57,17 +57,36 @@ "laurens_gsv": (86, 220), } -# (model, effort, split) -> (panos, n_gt, tp, fp, fn, P, R, F1) exactly as published. +# (model, effort, serving_path, split) -> (panos, n_gt, tp, fp, fn, P, R, F1) exactly +# as published. The serving path is part of the key because it is part of the leg's +# published NAME (#156): it does not enter the detection signature -- it changes who +# bills, not what was asked -- but a Fable leg cannot run on Vertex at all, so two +# rows of this table now come from a different account than the other six, and a +# fixture that could not say which would be hiding that. PUBLISHED_LEGS = { - ("claude-sonnet-5", "low", "annapolis"): (125, 294, 112, 78, 182, 0.589, 0.381, 0.463), - ("claude-sonnet-5", "high", "annapolis"): (125, 294, 122, 119, 172, 0.506, 0.415, 0.456), - ("claude-opus-5", "low", "annapolis"): (125, 294, 178, 133, 116, 0.572, 0.605, 0.588), - ("claude-opus-5", "high", "annapolis"): (125, 294, 193, 256, 101, 0.430, 0.656, 0.520), - ("claude-opus-5", "low", "laurens_mapillary"): (94, 249, 96, 102, 153, 0.485, 0.386, 0.430), - ("claude-opus-5", "low", "laurens_gsv"): (86, 220, 87, 91, 133, 0.489, 0.395, 0.437), + ("claude-sonnet-5", "low", "vertex", "annapolis"): (125, 294, 112, 78, 182, 0.589, 0.381, 0.463), + ("claude-sonnet-5", "high", "vertex", "annapolis"): (125, 294, 122, 119, 172, 0.506, 0.415, 0.456), + ("claude-opus-5", "low", "vertex", "annapolis"): (125, 294, 178, 133, 116, 0.572, 0.605, 0.588), + ("claude-opus-5", "high", "vertex", "annapolis"): (125, 294, 193, 256, 101, 0.430, 0.656, 0.520), + ("claude-opus-5", "low", "vertex", "laurens_mapillary"): (94, 249, 96, 102, 153, 0.485, 0.386, 0.430), + ("claude-opus-5", "low", "vertex", "laurens_gsv"): (86, 220, 87, 91, 133, 0.489, 0.395, 0.437), + ("claude-fable-5-1", "low", "anthropic", "annapolis"): (125, 294, 172, 98, 122, 0.637, 0.585, 0.610), + ("claude-fable-5", "low", "anthropic", "annapolis"): (125, 294, 190, 138, 104, 0.579, 0.646, 0.611), } +def _publish_as(model, effort, serving): + """The filename stem this leg publishes under. + + Mirrors ``roster.published_name`` without importing the registry, so this file + stays an independent check on the published numbers rather than a second reading + of the same source. `vertex` is elided because it is the default and the six + Vertex legs were published before the path was a pin. + """ + stem = f"{model}-effort-{effort}" + return stem if serving == "vertex" else f"{stem}-{serving}" + + def _bundle(split): return os.path.join(REPO, "benchmark", split) @@ -77,9 +96,9 @@ def _ground_truths(split): return C.ground_truths_from_verdicts(records, verdicts) -def _score(model, effort, split, gts): +def _score(model, effort, serving, split, gts): pub = load_detections(model, split, PUBLISHED, - publish_as=f"{model}-effort-{effort}") + publish_as=_publish_as(model, effort, serving)) assert pub is not None, f"no published export for {model}/{effort}/{split}" tp = fp = n_gt = panos = 0 for pid, gt in gts.items(): @@ -105,10 +124,11 @@ def test_the_bundles_are_the_ones_the_numbers_were_read_against(split): assert sum(len(g.gt_points) for g in gts.values()) == want_gt -@pytest.mark.parametrize("model,effort,split", sorted(PUBLISHED_LEGS)) -def test_published_claude_numbers_reproduce_from_the_committed_detections(model, effort, split): - want = PUBLISHED_LEGS[(model, effort, split)] - got = _score(model, effort, split, _ground_truths(split)) +@pytest.mark.parametrize("model,effort,serving,split", sorted(PUBLISHED_LEGS)) +def test_published_claude_numbers_reproduce_from_the_committed_detections( + model, effort, serving, split): + want = PUBLISHED_LEGS[(model, effort, serving, split)] + got = _score(model, effort, serving, split, _ground_truths(split)) assert got[:5] == want[:5], ( f"{model}/{effort}/{split}: (panos, n_gt, tp, fp, fn) = {got[:5]}, " f"published {want[:5]}") @@ -125,11 +145,11 @@ def test_every_leg_covers_the_whole_split(split): printed a plausible table. This is the guard that makes it impossible to reintroduce quietly.""" gts = _ground_truths(split) - legs = [k for k in PUBLISHED_LEGS if k[2] == split] + legs = [k for k in PUBLISHED_LEGS if k[3] == split] assert legs, f"no published legs for {split}" - for model, effort, _ in legs: + for model, effort, serving, _ in legs: pub = load_detections(model, split, PUBLISHED, - publish_as=f"{model}-effort-{effort}") + publish_as=_publish_as(model, effort, serving)) missing = set(gts) - set(pub) assert not missing, f"{model}/{effort}/{split} is missing {len(missing)} pano(s)" for pano in RECOVERED.get(split, ()): @@ -142,23 +162,30 @@ def test_every_leg_covers_the_whole_split(split): def test_each_leg_is_published_under_its_own_name(): """Two effort levels of one model id are two legs. Publishing them under the bare id would put both on one filename and silently keep only the last.""" - paths = {published_path(m, split, PUBLISHED, publish_as=f"{m}-effort-{e}") - for m, e, split in PUBLISHED_LEGS} + paths = {published_path(m, split, PUBLISHED, publish_as=_publish_as(m, e, sp)) + for m, e, sp, split in PUBLISHED_LEGS} assert len(paths) == len(PUBLISHED_LEGS) for path in paths: assert os.path.exists(path), f"missing published export: {path}" -@pytest.mark.parametrize("model,effort,split", sorted(PUBLISHED_LEGS)) -def test_every_export_records_the_signature_that_produced_it(model, effort, split): +@pytest.mark.parametrize("model,effort,serving,split", sorted(PUBLISHED_LEGS)) +def test_every_export_records_the_signature_that_produced_it( + model, effort, serving, split): """Provenance has to survive in the file, because the cache it came from is git-ignored and the effort level is not visible in the detections.""" - path = published_path(model, split, PUBLISHED, publish_as=f"{model}-effort-{effort}") + path = published_path(model, split, PUBLISHED, + publish_as=_publish_as(model, effort, serving)) with open(path, encoding="utf-8") as fh: blob = json.load(fh) sig = blob["signature"] assert blob["model"] == model - assert blob["published_as"] == f"{model}-effort-{effort}" + assert blob["published_as"] == _publish_as(model, effort, serving) + # The serving path is NOT in the signature, by design. On the legs where it is + # not the default it must therefore be legible from `pins`, or the published + # file cannot say which account produced it. + if serving != "vertex": + assert blob["pins"]["claude_serving_path"] == serving assert sig["provider"] == "claude" assert sig["model_id"] == model assert sig["effort"] == effort @@ -175,10 +202,12 @@ def test_the_laurens_arms_are_the_pair_the_rig_comparison_rests_on(): A comparison whose two halves came from different effort levels (or different model ids) would attribute to the imagery a difference that is really a configuration change -- the exact confound the second arm exists to remove.""" - arms = [k for k in PUBLISHED_LEGS if k[2].startswith("laurens_")] - assert {k[2] for k in arms} == {"laurens_mapillary", "laurens_gsv"} - assert {(k[0], k[1]) for k in arms} == {("claude-opus-5", "low")} - f1 = {k[2]: PUBLISHED_LEGS[k][7] for k in arms} + arms = [k for k in PUBLISHED_LEGS if k[3].startswith("laurens_")] + assert {k[3] for k in arms} == {"laurens_mapillary", "laurens_gsv"} + # Serving path is pinned here too: both arms must come from the same account, + # for the same reason they must share an effort level. + assert {(k[0], k[1], k[2]) for k in arms} == {("claude-opus-5", "low", "vertex")} + f1 = {k[3]: PUBLISHED_LEGS[k][7] for k in arms} # The published reading: the strongest zero-shot model is FLAT across the rigs # (+0.007) where RampNet gains +0.115. If a re-run ever moves this materially, # the write-up's argument changes and should be re-read, not silently updated. diff --git a/tests/test_roster.py b/tests/test_roster.py index d4c6104e..833c34a9 100644 --- a/tests/test_roster.py +++ b/tests/test_roster.py @@ -267,7 +267,17 @@ def test_each_published_file_names_the_leg_it_says_it_is(): assert payload["signature"]["model_id"] == entry.label, name for key, value in entry.pins: sig_key = key.split("_", 1)[1] # claude_effort -> effort - assert payload["signature"][sig_key] == value, (name, key) + if sig_key in payload["signature"]: + assert payload["signature"][sig_key] == value, (name, key) + else: + # A pin that is NOT a signature field (claude_serving_path, #156: + # it changes who bills, not what was asked, so it is deliberately + # kept out of the cache key). The file still has to name it, or + # nothing in the published artifact distinguishes a Vertex-served + # leg from a first-party one. `pins` is absent on files published + # before that field existed — those legs pin only signature + # fields, so they never reach this branch. + assert payload.get("pins", {}).get(key) == value, (name, key) # --------------------------------------------------------------------------- # diff --git a/tests/test_scoreboard.py b/tests/test_scoreboard.py index ca9d3392..3bc8f087 100644 --- a/tests/test_scoreboard.py +++ b/tests/test_scoreboard.py @@ -457,6 +457,10 @@ def test_single_split_legs_stay_out_of_the_pooled_tables(board): "claude-opus-5-effort-high": "1/8", "claude-sonnet-5-effort-low": "1/8", "claude-sonnet-5-effort-high": "1/8", + # #156, annapolis only. Both clear the expansion gate, so these may well + # grow past 1/8 later; until they do, partial coverage means excluded. + "claude-fable-5-1-effort-low-anthropic": "1/8", + "claude-fable-5-effort-low-anthropic": "1/8", } single = [m for m in board["models"] if not m["complete"]] assert {m["model"] for m in single} == set(want_coverage) From 090f585916a897b075c55e079a71cc393eb65370 Mon Sep 17 00:00:00 2001 From: Jon Froehlich Date: Thu, 17 Sep 2026 06:36:43 -0700 Subject: [PATCH 07/16] Refuse to export a pinned leg under its bare label when no pin set matches Both Fable legs pin claude_serving_path=anthropic, but the default is vertex, and the serving path is not in the cache key. So an export that forgot --claude-serving-path anthropic found every pano, wrote claude-fable-5__annapolis.json with pins: {}, collided with nothing, and reported success -- the exact failure publication_name's docstring says it exists to prevent. The effort pin never had this hole because its default (low) matches the published legs; the serving-path default matches neither. The same shape was already reachable before this PR (claude-sonnet-5 at effort medium published as the bare id). publication_name now raises when the spec is registered, every leg of it is pinned, and none matches the run, naming the pin sets the registry knows and the values the run had. --publish-as still names a genuinely new leg; an unregistered spec still falls back to its plain label. The candidate lookup is factored out of leg_for as roster.legs_of so the exporter can ask why nothing matched without re-deriving it. Finding S1 on PR 157 (#156). Co-Authored-By: Claude Opus 5 (1M context) Claude-Session: https://claude.ai/code/session_01E58bhyukgYXphE47jsnA29 --- rampnet/roster.py | 14 +++++++++-- scripts/analysis/export_model_cache.py | 26 +++++++++++++++++++- tests/test_export_model_cache.py | 34 ++++++++++++++++++++++++++ 3 files changed, 71 insertions(+), 3 deletions(-) diff --git a/rampnet/roster.py b/rampnet/roster.py index 751cb5c3..edcdc235 100644 --- a/rampnet/roster.py +++ b/rampnet/roster.py @@ -469,6 +469,17 @@ def label_for(spec, cargs=None): return PROVIDER_DEFAULTS.get(key, provider) +def legs_of(spec, cargs=None): + """Every registered leg a spec could name, in roster order. + + ``leg_for`` picks one of these by matching pins against ``cargs``. Callers that + need to know *why* nothing matched -- the exporter, which must not fall back to + a bare filename when every candidate is pinned -- read the whole list. + """ + label = label_for(spec, cargs) + return [c for c in ROSTER if c.spec == spec or c.label == label] + + def leg_for(spec, cargs=None): """The registered leg a run resolves to, or ``None`` if it is not registered. @@ -478,8 +489,7 @@ def leg_for(spec, cargs=None): name a file without being told (see ``published_name``) instead of relying on whoever ran it to remember ``--publish-as``. """ - label = label_for(spec, cargs) - candidates = [c for c in ROSTER if c.spec == spec or c.label == label] + candidates = legs_of(spec, cargs) for c in candidates: # a pinned leg wins when its pins match if c.pins and all(getattr(cargs, k, None) == v for k, v in c.pins): return c diff --git a/scripts/analysis/export_model_cache.py b/scripts/analysis/export_model_cache.py index 5c41499e..9f830312 100644 --- a/scripts/analysis/export_model_cache.py +++ b/scripts/analysis/export_model_cache.py @@ -119,11 +119,35 @@ def publication_name(spec, cargs, publish_as=None): nothing, so the overwrite guard stays quiet, and surfaces only later as a file that belongs to no registered leg. The registry knows the answer; this is the one place that writes the filename, so this is where it should ask. + + And when the registry knows the spec but none of its legs match the run's + settings, this REFUSES rather than falling back to the plain label. Every leg + of that model is pinned, so a run that matches none of them is either a new + leg (name it with ``--publish-as``) or, far more likely, the right leg exported + at the wrong flags: both Fable legs pin ``claude_serving_path=anthropic`` while + the default is ``vertex``, so a plain ``--models claude:claude-fable-5`` used + to write ``claude-fable-5__annapolis.json`` with ``pins: {}`` and no error. The + serving path is not in the cache key, so the lookup even succeeded. """ if publish_as: return publish_as leg = roster.leg_for(spec, cargs) - return roster.published_name(leg) if leg is not None else spec_label(spec, cargs) + if leg is not None: + return roster.published_name(leg) + candidates = roster.legs_of(spec, cargs) + if candidates: + known = "; ".join( + f"{roster.published_name(c)}: " + + ", ".join(f"{k}={v}" for k, v in c.pins) for c in candidates) + actual = ", ".join( + f"{k}={getattr(cargs, k, None)}" + for k in sorted({k for c in candidates for k, _ in c.pins})) + raise ValueError( + f"{spec!r} is registered, but every leg of it is pinned and none matches " + f"this run ({actual}). Refusing to publish it as the bare label " + f"{spec_label(spec, cargs)!r}. Registered legs: {known}. Pass the " + f"matching flags, or --publish-as to name a genuinely new leg.") + return spec_label(spec, cargs) def export(cache_dir, out_dir, splits, specs, allow_partial=False, overrides=None, diff --git a/tests/test_export_model_cache.py b/tests/test_export_model_cache.py index cb736ee0..e2dde8c5 100644 --- a/tests/test_export_model_cache.py +++ b/tests/test_export_model_cache.py @@ -275,6 +275,40 @@ def test_a_pinned_leg_publishes_under_its_registry_name_without_being_told(): assert em.publication_name("gemini:gemini-9-turbo", cargs) == "gemini-9-turbo" +@pytest.mark.parametrize("spec", ["claude:claude-fable-5", "claude:claude-fable-5-1"]) +def test_a_registered_spec_whose_pins_all_miss_refuses_the_bare_label(spec): + """Both Fable legs pin claude_serving_path=anthropic; the default is vertex. The + path is not in the cache key, so an export at the defaults found every pano, + named the file `claude-fable-5__annapolis.json`, wrote `pins: {}`, collided with + nothing, and reported success. The effort pin never had this hole because its + default (`low`) matches the published legs; the serving-path default matches + neither. (S1 on PR #157.)""" + cargs = em._compare_args(".model_cache") + assert cargs.claude_serving_path == "vertex" # the trap, as shipped + with pytest.raises(ValueError) as err: + em.publication_name(spec, cargs) + msg = str(err.value) + # The message names what the registry knows and what the run had, so the fix is + # readable off the error rather than off the roster. + assert "claude_serving_path=anthropic" in msg + assert "claude_serving_path=vertex" in msg + assert "--publish-as" in msg + cargs.claude_serving_path = "anthropic" + assert em.publication_name(spec, cargs).endswith("-effort-low-anthropic") + + +def test_the_same_hole_on_the_effort_pin_is_closed_too(): + """Pre-existing shape of the same bug: `claude:claude-sonnet-5` has legs at + effort low and high only, so `medium` used to publish as the bare + `claude-sonnet-5`.""" + cargs = em._compare_args(".model_cache") + cargs.claude_effort = "medium" + with pytest.raises(ValueError, match="claude_effort=medium"): + em.publication_name("claude:claude-sonnet-5", cargs) + # --publish-as remains the way to name a leg that is genuinely new. + assert em.publication_name("claude:claude-sonnet-5", cargs, "sonnet-medium") == "sonnet-medium" + + def test_publish_as_refuses_more_than_one_spec(tmp_path): with pytest.raises(ValueError, match="ONE leg"): em.export("/nope", str(tmp_path), ["annapolis"], From 1b89e669938c580cb99500142b3610524e071917 Mon Sep 17 00:00:00 2001 From: Jon Froehlich Date: Thu, 17 Sep 2026 06:39:07 -0700 Subject: [PATCH 08/16] Bring the scoreboard prose up to date with its own partial table The regenerated partial table showed Fable 5 at 0.611 and Fable 5.1 at 0.610, while the hand-written sentence 14 lines below it still called Opus 5 at low effort (0.588) the strongest challenger on annapolis, and both leg-count sentences still said six legs (four Claude) when the table had eight (six Claude). The "one split each" wording was already wrong on main: Opus-low has annapolis plus both Laurens arms. Rewrites the three sentences, with the serving-path caveat carried in from model_comparison.md. Gives the two Fable legs DISPLAY names in scoreboard.py so they render like their siblings instead of as raw slugs, and regenerates the doc, JSON and by-split figure with it. Puts the roster docstring about claude_serving_path in the past tense now that the pin exists. Adds a test that reads the count of legs outside the pooled tables and the best annapolis challenger off the board and checks the prose against both, since the generated blocks are the only part the generator can keep honest. Finding S2 on PR 157 (#156). Co-Authored-By: Claude Opus 5 (1M context) Claude-Session: https://claude.ai/code/session_01E58bhyukgYXphE47jsnA29 --- analysis_out/scoreboard.json | 4 +-- docs/figures/scoreboard_by_split.png | Bin 314168 -> 314592 bytes docs/model_scoreboard.md | 37 +++++++++++++++++---------- rampnet/roster.py | 4 +-- scripts/analysis/scoreboard.py | 4 +++ tests/test_scoreboard.py | 33 ++++++++++++++++++++++++ 6 files changed, 64 insertions(+), 18 deletions(-) diff --git a/analysis_out/scoreboard.json b/analysis_out/scoreboard.json index f07daa01..6a8985a3 100644 --- a/analysis_out/scoreboard.json +++ b/analysis_out/scoreboard.json @@ -884,7 +884,7 @@ "spec": "claude:claude-fable-5", "provider": "claude", "standing": false, - "display": "claude-fable-5-effort-low-anthropic", + "display": "Claude Fable 5 (low, anthropic)", "class": "chat-vlm", "operating_point": 0.0, "operating_point_note": "no score", @@ -930,7 +930,7 @@ "spec": "claude:claude-fable-5-1", "provider": "claude", "standing": false, - 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z?Vt_sX@abWjSU#o$V$v_?r@tc9lP-=Q#;w+_@)j8iw}68nLglFlb#Wrhm@``?Ap@R zdBlW7I9k|#AwA((Jwi|Ly5!40j*N`dV=J#C9mzp5?U%`Ja>E*{!qB-ZdQal+B%5{Z zO&*Yn^TwWg;Jz}ht)})SYbV%3H+j1#=v#qZ^ai(3E@#pBXEdJ)o)$luBv!jpGre^| zMZ&k^jW?z+d**==eS8dzOUr_xacXHtqv_vFb-k1<-G@*I@Yqxx?hBBKsq57fH?5^G zcH3;3QgBIy#zSl6;#S!w4oWj#^$5OGBKnCD$t8YeI7tu*3dUbh*WIB9?|x2TCBzTI zXx9uE^Hia;QM|Y9KkRwPugr#irb9 oKOgshfBdgX`2U%fdM09@UW$t6!;U1?&;fX8UeQr2P%#hsKfoESJOBUy diff --git a/docs/model_scoreboard.md b/docs/model_scoreboard.md index 7fb4e436..cfc5b711 100644 --- a/docs/model_scoreboard.md +++ b/docs/model_scoreboard.md @@ -93,9 +93,11 @@ and F1 cannot tell you. ## Legs that have not run every pooled split -Six legs have run one split each, so they have no pooled mean to put in the table above — -a one-city average printed beside a seven-city one is exactly the comparison the coverage -column exists to prevent. They are reported per split instead, at the split they ran on: +Eight legs have not run the pooled splits — six of them one split each, and Opus 5 at low +effort three (annapolis plus both Laurens arms) — so they have no pooled mean to put in the +table above: a one-city average printed beside a seven-city one is exactly the comparison +the coverage column exists to prevent. They are reported per split instead, at the splits +they ran on: @@ -103,8 +105,8 @@ column exists to prevent. They are reported per split instead, at the split they |---|---|---|--:|--:|--:|--:|--:|--:| | Mask2Former Vistas (curb cut) | supervised transfer | `richmond` | 0.411 | 0.697 | 0.517 | 0.513 | 2.5 | 216/309/94 | | Mask2Former Vistas (+curb) | supervised transfer | `richmond` | 0.126 | 0.648 | 0.210 | 0.089 | 11.3 | 201/1399/109 | -| claude-fable-5-effort-low-anthropic | chat VLM | `annapolis` | 0.579 | 0.646 | 0.611 | – | 1.1 | 190/138/104 | -| claude-fable-5-1-effort-low-anthropic | chat VLM | `annapolis` | 0.637 | 0.585 | 0.610 | – | 0.8 | 172/98/122 | +| Claude Fable 5 (low, anthropic) | chat VLM | `annapolis` | 0.579 | 0.646 | 0.611 | – | 1.1 | 190/138/104 | +| Claude Fable 5.1 (low, anthropic) | chat VLM | `annapolis` | 0.637 | 0.585 | 0.610 | – | 0.8 | 172/98/122 | | Claude Opus 5 (high) | chat VLM | `annapolis` | 0.430 | 0.656 | 0.520 | – | 2.0 | 193/256/101 | | Claude Opus 5 (low) | chat VLM | `annapolis` | 0.572 | 0.605 | 0.588 | – | 1.1 | 178/133/116 | | Claude Opus 5 (low) | chat VLM | `laurens_mapillary` | 0.485 | 0.386 | 0.430 | – | 1.1 | 96/102/153 | @@ -117,10 +119,16 @@ column exists to prevent. They are reported per split instead, at the split they Two things worth carrying out of that table, both from splits where the roster's own numbers are directly above them in `model_comparison.md`: -- **Claude Opus 5 at low effort is the strongest challenger measured on annapolis** (F1 - 0.588, against gemini-3.1-pro's 0.567) — and **more thinking makes it worse** (0.520 at - high effort). The same direction holds for Sonnet 5 (0.463 → 0.456). Effort moves the - operating point; it does not raise the ceiling (#122). +- **Claude Fable 5 at low effort is the strongest challenger measured on annapolis** (F1 + 0.611), with Fable 5.1 at 0.610 — both displace Claude Opus 5 at low effort (0.588), + which had itself displaced gemini-3.1-pro (0.567). The two Fable legs ran on Anthropic's + first-party API rather than the Vertex path every other Claude leg used, because Vertex + gates that family; the path is pinned in each published file and the caveat travels + with the numbers in `model_comparison.md` (#156). Within the Claude legs, **more + thinking makes it worse** (Opus 0.588 → 0.520 at high effort; Sonnet 5 0.463 → 0.456), + and the Fable version is the same kind of dial: 5 and 5.1 sit 0.001 F1 apart at visibly + different P/R points. Effort and version move the operating point; neither raises the + ceiling (#122, #156). - **Supervised transfer fixes most of the precision problem and still loses.** Mask2Former reading Vistas' `Curb Cut` class scores 0.517 on richmond with **12.4× OWLv2's precision** and no training at all — but RampNet's 0.855 on that split is 0.337 clear of @@ -150,8 +158,8 @@ numbers are directly above them in `model_comparison.md`: | Grounding DINO | 0.053 | 0.073 | 0.035 | 0.042 | 0.055 | 0.068 | 0.055 | 0.045 | 0.053 | 0.054 | 0.042 | 0.049 | 0.082 | | Mask2Former Vistas (curb cut) | 0.517 | – | – | – | – | – | – | – | – | – | – | – | – | | Mask2Former Vistas (+curb) | 0.210 | – | – | – | – | – | – | – | – | – | – | – | – | -| claude-fable-5-effort-low-anthropic | – | – | – | – | 0.611 | – | – | – | – | – | – | – | – | -| claude-fable-5-1-effort-low-anthropic | – | – | – | – | 0.610 | – | – | – | – | – | – | – | – | +| Claude Fable 5 (low, anthropic) | – | – | – | – | 0.611 | – | – | – | – | – | – | – | – | +| Claude Fable 5.1 (low, anthropic) | – | – | – | – | 0.610 | – | – | – | – | – | – | – | – | | Claude Opus 5 (high) | – | – | – | – | 0.520 | – | – | – | – | – | – | – | – | | Claude Opus 5 (low) | – | – | – | – | 0.588 | – | – | 0.430 | – | 0.437 | – | – | – | | Claude Sonnet 5 (low) | – | – | – | – | 0.463 | – | – | – | – | – | – | – | – | @@ -386,9 +394,10 @@ Omissions are content, so they are named rather than left as blanks: because it is untested. - **`manual_gold` has no null-recall pass** (O(n²) in panos), so the open detectors' recall discount is unmeasured on that split. -- **Six legs have one split each**, so they are in the partial table rather than the - headline: the two Vistas arms (richmond) and the four Claude legs (annapolis). Extending - either to the full pool is a run, not a code change. +- **Eight legs have not run the pooled splits**, so they are in the partial table rather + than the headline: the two Vistas arms (richmond) and the six Claude legs (annapolis; + Opus 5 at low effort also has both Laurens arms). Extending any of them to the full pool + is a run, not a code change. - **Nothing else in the registry is missing.** The board is driven by `rampnet/roster.py`, and `unregistered_exports` is empty — every published detections file is claimed by a roster entry and scored here. diff --git a/rampnet/roster.py b/rampnet/roster.py index edcdc235..b906f824 100644 --- a/rampnet/roster.py +++ b/rampnet/roster.py @@ -36,10 +36,10 @@ names the knob it holds, as ``(("claude_effort", "high"),)``. **A pin is what the leg needs to REPRODUCE, which is a superset of what enters the - signature.** ``claude_serving_path`` (#156) will be the first pin that is not a + signature.** ``claude_serving_path`` (#156) is the first pin that is not a signature key: a Fable leg must run against ``anthropic`` because Vertex gates that family, but the path does not change the detections and deliberately stays out of the - cache key (see ``ClaudeDetector.signature``). Pinning it anyway is what will keep a + cache key (see ``ClaudeDetector.signature``). Pinning it anyway is what keeps a bare ``claude:claude-fable-5-1`` from resolving to a Vertex run that 403s. Note the consequence for naming: ``published_as`` must spell out every pin's value, so such a leg is ``claude-fable-5-1-effort-low-anthropic``. diff --git a/scripts/analysis/scoreboard.py b/scripts/analysis/scoreboard.py index a8b2350e..40f1fc69 100644 --- a/scripts/analysis/scoreboard.py +++ b/scripts/analysis/scoreboard.py @@ -195,6 +195,10 @@ "claude-opus-5-effort-high": "Claude Opus 5 (high)", "claude-sonnet-5-effort-low": "Claude Sonnet 5 (low)", "claude-sonnet-5-effort-high": "Claude Sonnet 5 (high)", + # #156: served on Anthropic's first-party API, not Vertex -- the pin is part of + # the published name, so it is part of the display name too. + "claude-fable-5-effort-low-anthropic": "Claude Fable 5 (low, anthropic)", + "claude-fable-5-1-effort-low-anthropic": "Claude Fable 5.1 (low, anthropic)", "mask2former-vistas-curb-cut": "Mask2Former Vistas (curb cut)", "mask2former-vistas-curb-cut+curb": "Mask2Former Vistas (+curb)", } diff --git a/tests/test_scoreboard.py b/tests/test_scoreboard.py index 3bc8f087..ca435fee 100644 --- a/tests/test_scoreboard.py +++ b/tests/test_scoreboard.py @@ -488,6 +488,39 @@ def test_partial_table_names_the_split_every_number_came_from(board): assert "Mask2Former Vistas (curb cut)" in table +_WORDS = {2: "Two", 3: "Three", 4: "Four", 5: "Five", 6: "Six", 7: "Seven", 8: "Eight", + 9: "Nine", 10: "Ten", 11: "Eleven", 12: "Twelve"} + + +def test_the_prose_beside_the_partial_table_agrees_with_it(board): + """The generator rewrites the tables and nothing else. The sentences around them + are hand-written, and when the Fable legs landed (#156) the table gained two rows + that beat the leg the prose still called the strongest challenger, while the leg + count it quoted stayed at six. (S2 on PR #157.) + + Two checks, both against the board rather than against any number typed here: + the count of legs outside the pooled tables, and which leg is the best challenger + on annapolis -- the split every Claude leg has run, and the one the prose singles + out. + """ + with open(sb.DEFAULT_DOC, encoding="utf-8", newline="") as fh: + doc = fh.read() + n_partial = sum(1 for m in board["models"] if not m["complete"]) + want = f"{_WORDS[n_partial]} legs have not run the pooled splits" + assert doc.count(want) == 2, ( + f"expected {want!r} twice in docs/model_scoreboard.md (the section opener and " + f"the 'What is missing' bullet); the board has {n_partial} such legs") + + best = max((m for m in board["models"] if m["model"] != "rampnet" + and "annapolis" in board["per_split"][m["model"]]), + key=lambda m: board["per_split"][m["model"]]["annapolis"]["f1"]) + claim = re.search(r"\*\*(.+?) is the strongest challenger measured on annapolis\*\*", doc) + assert claim, "the strongest-challenger sentence is gone" + assert best["display"].startswith(claim.group(1).split(" at ")[0]), ( + f"the doc names {claim.group(1)!r}; the board says {best['display']!r} " + f"(F1 {board['per_split'][best['model']]['annapolis']['f1']:.3f})") + + def test_a_leg_from_an_unmapped_provider_is_classified_not_dropped(): """A roster entry whose provider predates this module still has to reach the board.""" leg = roster.Challenger(spec="newthing:x", label="x", provider="newthing", From 620f9517b96ded75aba7830f1acc451659c9b50d Mon Sep 17 00:00:00 2001 From: Jon Froehlich Date: Thu, 17 Sep 2026 06:41:34 -0700 Subject: [PATCH 09/16] State what the Fable cost column covers, and make the manual_gold estimate follow from its rate The table's cost was the 720-call full-leg ledger row, i.e. 120 of the 125 panos; the other 5 were served from the calibration pass's cache. The column now says so, and the paragraph under it gives the whole-split totals with that pass counted ($19.23 / $20.67) and the per-call ratio to the Opus leg (2.15x / 2.31x, not 2.2x / 2.1x). The manual_gold expansion estimate quoted $0.0272/call (5.1's calibration rate) and then said ~$155, which is 5's full-leg rate; 6,000 calls at each id's own rate is ~$154 and ~$165, and both are now stated with the rate they came from. No published F1, P or R changes. Adds a test that recomputes every one of these figures from analysis_out/usage_log.jsonl and checks the doc against them, since nothing did. Finding S3 on PR 157 (#156). Co-Authored-By: Claude Opus 5 (1M context) Claude-Session: https://claude.ai/code/session_01E58bhyukgYXphE47jsnA29 --- docs/model_comparison.md | 22 +++++++--- tests/test_claude_published_legs.py | 66 +++++++++++++++++++++++++++++ 2 files changed, 83 insertions(+), 5 deletions(-) diff --git a/docs/model_comparison.md b/docs/model_comparison.md index a82f2d67..e3adce14 100644 --- a/docs/model_comparison.md +++ b/docs/model_comparison.md @@ -1687,12 +1687,21 @@ in each published file's `pins` instead. Whether the two paths return bit-identi detections for one model id is **untested**; nothing here depends on it, because no model was run on both. -| model | P | R | F1 | tp/fp/fn | boxes/pano | thinking tok | cost | +| model | P | R | F1 | tp/fp/fn | boxes/pano | thinking tok | cost, 720 calls (120 of 125 panos) | | :--- | ---: | ---: | ---: | :--- | ---: | ---: | ---: | | `claude-fable-5` | 0.579 | 0.646 | **0.611** | 190/138/104 | 2.72 | 23,699 | $18.47 | | `claude-fable-5-1` | 0.637 | 0.585 | **0.610** | 172/98/122 | 2.28 | 254 | $19.86 | | *`claude-opus-5` (low), for reference* | *0.572* | *0.605* | *0.588* | *178/133/116* | *2.56* | *523* | *$8.94* | +The cost and thinking-token columns are the two 720-call full-leg rows in +`analysis_out/usage_log.jsonl` (2026-09-05 15:52 and 16:47), which cover 120 of the 125 +panos: the other 5 were served from the cache the calibration pass had already written. +Counting that pass's first 30 calls on those 5 panos ($0.76 for `claude-fable-5`, $0.82 for +`claude-fable-5-1`), each id's whole split cost **$19.23** and **$20.67**. The calibration's +second pass (42 calls, $1.11, re-issued after a cache-write gap) is in the ledger too but +belongs to neither leg's number. The Opus row is the whole 125-pano leg, from console +output rather than the ledger (see the gap stated below). + **Both displace `claude-opus-5` at the top of this split**, which had itself displaced `gemini-3.1-pro-preview` (0.567). This is the first time a general-purpose model has beaten Opus here. RampNet still leads by **0.228** (0.839 vs 0.611). @@ -1711,7 +1720,9 @@ despite it being the older id. Because the Fable family cannot disable thinking (`{"type": "disabled"}` is a 400 and `budget_tokens` was removed), #156 predicted a cost band "wider than a flat 2x" — no near-zero-thinking floor to make an `effort=low` leg cheap. It is a flat 2x. Fable is -$10/$50 per MTok against Opus's $5/$25, and the legs cost 2.2x and 2.1x the Opus leg. +$10/$50 per MTok against Opus's $5/$25, and per call the legs cost 2.15x and 2.31x the +Opus leg ($0.0257 and $0.0276 against $0.0119) — the whole-split totals above, $19.23 and +$20.67 against $8.94, give the same ratios. `claude-fable-5` spent ~33 thinking tokens/call and `claude-fable-5-1` ~0.35, against Opus-low's ~0.7 — always-on thinking is *adaptive*, and on a localization task at low effort it costs essentially nothing. A 5-pano calibration predicted the full-leg cost to @@ -1719,9 +1730,10 @@ within 1.5% on both ids. **These legs are `standing=False` and cover annapolis only (1 of 8 pooled splits).** Both clear the pre-registered 0.567 gate for expanding to the full split set, so that expansion -is now a live decision rather than a hypothetical — at the measured $0.0272/call it is -~$155 per id for `manual_gold` alone. It has **not** been taken, and no other split has -been run. +is now a live decision rather than a hypothetical — `manual_gold` is 1,000 panos × 6 +views = 6,000 calls, so at the measured full-leg rates ($0.0257/call for `claude-fable-5`, +$0.0276/call for `claude-fable-5-1`) it is **~$154 and ~$165 per id** for that split alone. +It has **not** been taken, and no other split has been run. **Reproducing them** (the detections are committed; nothing below needs an API key): diff --git a/tests/test_claude_published_legs.py b/tests/test_claude_published_legs.py index f77d504d..b20d23e7 100644 --- a/tests/test_claude_published_legs.py +++ b/tests/test_claude_published_legs.py @@ -212,3 +212,69 @@ def test_the_laurens_arms_are_the_pair_the_rig_comparison_rests_on(): # (+0.007) where RampNet gains +0.115. If a re-run ever moves this materially, # the write-up's argument changes and should be re-read, not silently updated. assert abs(f1["laurens_gsv"] - f1["laurens_mapillary"]) < 0.01 + + +# --------------------------------------------------------------------------- # +# the Fable cost figures, re-derived from the ledger (#156) +# --------------------------------------------------------------------------- # +USAGE_LOG = os.path.join(REPO, "analysis_out", "usage_log.jsonl") +DOC = os.path.join(REPO, "docs", "model_comparison.md") + + +def _fable_ledger(): + """``{model_id: [rows]}`` for the two Fable ids, in ledger order.""" + rows = {} + with open(USAGE_LOG, encoding="utf-8") as fh: + for line in fh: + if not line.strip(): + continue + r = json.loads(line) + if r.get("provider") == "claude" and "fable" in r["model_id"]: + rows.setdefault(r["model_id"], []).append(r) + return rows + + +def test_the_fable_cost_figures_are_what_the_ledger_says(): + """The doc's cost column was the 720-call row (120 panos), labelled as if it were + the leg; the manual_gold estimate quoted one id's calibration rate and did not + follow from it (6,000 calls at $0.0272 is $163, not $155). Every figure the doc + now states is recomputed here from the committed ledger. (S3 on PR #157.)""" + with open(DOC, encoding="utf-8") as fh: + doc = fh.read() + ledger = _fable_ledger() + assert set(ledger) == {"claude-fable-5", "claude-fable-5-1"} + # Both legs: one 720-call full row, and a calibration pass of 30 calls on the + # 5 panos the full row then read from cache (a second, partial calibration pass + # follows it -- that one belongs to neither number). + want = {} + for model, rows in ledger.items(): + full = [r for r in rows if r["calls"] == 720] + cal = [r for r in rows if r["panos_scored"] == 5] + assert len(full) == 1 and full[0]["panos_scored"] == 125 + assert cal[0]["calls"] == 30 and 720 + 30 == 125 * 6 + per_call = full[0]["est_cost_usd"] / 720 + want[model] = { + "row": full[0]["est_cost_usd"], + "whole": full[0]["est_cost_usd"] + cal[0]["est_cost_usd"], + "per_call": per_call, + "manual_gold": per_call * 1000 * 6, + "thinking": full[0]["thoughts_tokens"], + } + f5, f51 = want["claude-fable-5"], want["claude-fable-5-1"] + assert f"| `claude-fable-5` | 0.579 | 0.646 | **0.611** | 190/138/104 | 2.72 | " \ + f"{f5['thinking']:,} | ${f5['row']:.2f} |" in doc + assert f"| `claude-fable-5-1` | 0.637 | 0.585 | **0.610** | 172/98/122 | 2.28 | " \ + f"{f51['thinking']:,} | ${f51['row']:.2f} |" in doc + assert "cost, 720 calls (120 of 125 panos)" in doc # the column says what it is + assert f"each id's whole split cost **${f5['whole']:.2f}** and **${f51['whole']:.2f}**" in doc + assert f"(${f5['per_call']:.4f}/call for `claude-fable-5`," in doc + assert f"${f51['per_call']:.4f}/call for `claude-fable-5-1`)" in doc + assert f"**~${f5['manual_gold']:.0f} and ~${f51['manual_gold']:.0f} per id**" in doc + # The Opus leg has no ledger row (its tokens were never logged; see the doc), so + # $8.94 for 750 calls is a stated number, and the ratio is checked against it. + opus_per_call = 8.94 / 750 + assert f"per call the legs cost {f5['per_call'] / opus_per_call:.2f}x and " \ + f"{f51['per_call'] / opus_per_call:.2f}x the" in doc + # The thing the old sentence got wrong: an estimate must follow from the rate + # beside it. $155 at $0.0272/call would have needed 5,699 calls. + assert "$0.0272/call it is" not in doc From cec219f521d8d5dd9ea8f112b950868fc13dd08e Mon Sep 17 00:00:00 2001 From: Jon Froehlich Date: Thu, 17 Sep 2026 06:42:16 -0700 Subject: [PATCH 10/16] Name the requirements file when the probe script cannot import anthropic ClaudeDetector wraps the same import and says "pip install -r requirements-vlm.txt"; the probe, which the docs tell a new user to run before anything else, died with a bare ModuleNotFoundError. One helper now does the import for both the client factory and the probe call, with the detector's message. Finding S4 on PR 157 (#156). Co-Authored-By: Claude Opus 5 (1M context) Claude-Session: https://claude.ai/code/session_01E58bhyukgYXphE47jsnA29 --- .../model_comparison/probe_claude_models.py | 28 +++++++++++++------ 1 file changed, 20 insertions(+), 8 deletions(-) diff --git a/scripts/model_comparison/probe_claude_models.py b/scripts/model_comparison/probe_claude_models.py index eae2f09c..31247dae 100644 --- a/scripts/model_comparison/probe_claude_models.py +++ b/scripts/model_comparison/probe_claude_models.py @@ -100,22 +100,34 @@ def _load_dotenv(): load_dotenv(str(REPO)) +def _sdk(): + """The ``anthropic`` package, or the same ImportError ``ClaudeDetector`` raises. + + This is the script the docs tell a new user to run first, so a bare + ``ModuleNotFoundError`` is the wrong first thing for it to say: the detector + it fronts names the requirements file, and so does this.""" + try: + import anthropic + except ImportError as e: + raise ImportError( + "probe_claude_models.py needs the `anthropic[vertex]` package " + "(pip install -r requirements-vlm.txt)") from e + return anthropic + + def make_client(args, ap): """The SDK client for one serving path, or ``ap.error`` with what is missing. ``max_retries=0`` on both: a 403/404/401 is the answer here, not a blip, and retrying it would only slow the probe down and blur the reading.""" + anthropic = _sdk() if args.serving_path == "vertex": if not args.project: ap.error("no project: pass --project or set GOOGLE_CLOUD_PROJECT " "(and authenticate with `gcloud auth application-default " "login`)") - from anthropic import AnthropicVertex - - return AnthropicVertex(project_id=args.project, region=args.location, - max_retries=0) - - from anthropic import Anthropic + return anthropic.AnthropicVertex(project_id=args.project, region=args.location, + max_retries=0) if not os.environ.get("ANTHROPIC_API_KEY"): ap.error("no ANTHROPIC_API_KEY: put it in the repo-root .env (which is " @@ -123,12 +135,12 @@ def make_client(args, ap): "console.anthropic.com; a key with no credit balance " "authenticates and then fails each call with a 400 that says " "so.") - return Anthropic(max_retries=0) + return anthropic.Anthropic(max_retries=0) def probe(client, model_id, max_tokens=PROBE_MAX_TOKENS): """``(status, detail)`` for one model id. Never raises.""" - import anthropic + anthropic = _sdk() try: resp = client.messages.create( From 47fd930e9bcb8f39934014f1e8461eaedb843fb1 Mon Sep 17 00:00:00 2001 From: Jon Froehlich Date: Thu, 17 Sep 2026 06:45:33 -0700 Subject: [PATCH 11/16] Match the forced-tool guard on exact ids, and say which are documented and which are unmeasured claude_forbids_forced_tools matched "fable" as a substring, on the statement that forced tool use is gone in that family. Nothing in the repo measured that: every published Fable leg ran auto, and the probe never sent a tool_choice. Anthropic's API docs list the 400 on tool_choice tool/any as a change Fable 5.1 made relative to Fable 5, and name Mythos 5.1 alongside it, so the substring may have been refusing a configuration claude-fable-5 accepts -- the one the detector's own comment calls the better choice at effort=low. The guard now reads two explicit sets. CLAUDE_FORCED_TOOLS_REJECTED holds claude-fable-5-1 and claude-mythos-5-1, with the docs as the source. CLAUDE_FORCED_TOOLS_UNVERIFIED holds claude-fable-5: still refused, since a wrong refusal costs one flag and a wrong acceptance costs a leg that 400s on every view, but the error now says the question is open and gives the command that settles it. probe_claude_models.py gains --tool-choice forced, which sends a one-field tool with tool_choice type tool, so that command is real; no call was made here, and the measurement is left to whoever holds the key. Record the status code in #156 and move the id. Behaviour for every published leg is unchanged. Tests pin each set, the exact-id (not substring) match, the two error messages, and the request shape the probe builds, all offline. Finding P1 on PR 157 (#156). Co-Authored-By: Claude Opus 5 (1M context) Claude-Session: https://claude.ai/code/session_01E58bhyukgYXphE47jsnA29 --- scripts/model_comparison/detectors.py | 79 +++++++++++++++---- .../model_comparison/probe_claude_models.py | 57 ++++++++++--- tests/test_model_comparison.py | 74 +++++++++++++++-- 3 files changed, 176 insertions(+), 34 deletions(-) diff --git a/scripts/model_comparison/detectors.py b/scripts/model_comparison/detectors.py index a750a1b8..009755eb 100644 --- a/scripts/model_comparison/detectors.py +++ b/scripts/model_comparison/detectors.py @@ -934,14 +934,49 @@ def boxes_from_claude_response(resp): CLAUDE_AS_RUN_SERVING_PATH = "vertex" -def claude_forbids_forced_tools(model_id): - """Whether ``model_id`` rejects ``tool_choice`` of ``tool``/``any`` with a 400. +# Model ids on which `tool_choice` of `tool`/`any` returns a 400, per Anthropic's API +# docs (the copy bundled with Claude Code's claude-api reference, cached 2026-06-24, +# read 2026-09-17): the restriction is listed as one of the breaking changes Fable 5.1 +# introduced relative to Fable 5, and Mythos 5.1 shares it. Nothing in this repo has +# measured it -- every published Fable leg ran `auto`, and the probe never sent a +# forced tool_choice -- so this is a statement from the docs, not a result. +CLAUDE_FORCED_TOOLS_REJECTED = frozenset({"claude-fable-5-1", "claude-mythos-5-1"}) + +# Ids this guard refuses WITHOUT a source either way. `claude-fable-5` was refused +# from the start (commit 1213fbb, "forced tool use is gone in that family") on the +# assumption that the whole family rejects it; the docs above say the restriction +# arrived with 5.1, which would make Fable 5 accept it. No probe on record settles +# this. It stays refused because a wrong refusal costs one flag, while a wrong +# acceptance costs a leg that 400s on every view. To settle it, one 16-token call: +# +# python scripts/model_comparison/probe_claude_models.py \ +# --serving-path anthropic --models claude-fable-5 --tool-choice forced +# +# A 200 means the id belongs in neither set (move it, and move its case in +# test_forced_tool_choice_is_refused_before_the_run_starts to the still-works test); +# a 400 means it belongs in CLAUDE_FORCED_TOOLS_REJECTED. Record the status code in +# #156 either way. +CLAUDE_FORCED_TOOLS_UNVERIFIED = frozenset({"claude-fable-5"}) + + +def claude_forced_tools_status(model_id): + """``"rejected"``, ``"unverified"`` or ``None`` for ``model_id``. + + Matched on the EXACT id, not a substring: the docs say the restriction is + per-version (5.1, not the family), so a family match would refuse an id nobody + has looked at. An id in neither set is assumed to allow forcing, which is the + behaviour every leg published so far relies on. Checked at construction rather + than probed because the point is to fail before the first paid call.""" + if model_id in CLAUDE_FORCED_TOOLS_REJECTED: + return "rejected" + if model_id in CLAUDE_FORCED_TOOLS_UNVERIFIED: + return "unverified" + return None + - True for the Fable family, which removed forced tool use. Matched on the id - rather than probed because the point is to fail before the first paid call; - an id this does not recognise is assumed to allow forcing, which is the - behaviour every leg published so far relies on.""" - return "fable" in (model_id or "").lower() +def claude_forbids_forced_tools(model_id): + """Whether the detector refuses ``tool_choice="forced"`` on ``model_id``.""" + return claude_forced_tools_status(model_id) is not None class ClaudeDetector(_VLMDetector): @@ -1013,17 +1048,29 @@ def __init__(self, model_id="claude-sonnet-5", max_edge=None, tile=True, # back as a tool call (no text fallback needed) and is the better choice # at effort=low, where there is no thinking to lose. self.tool_choice = tool_choice - # Claude Fable removed forced tool use: `tool_choice` of `tool` or `any` - # returns a 400 on that family. Caught at construction rather than at call - # time because the provider's 400 does not name --claude-tool-choice, and - # a leg that fails on every one of ~750 views is an afternoon lost to an - # error message about a knob nobody set deliberately. - if self.tool_choice == "forced" and claude_forbids_forced_tools(self.model_id): + # Some ids reject `tool_choice` of `tool` or `any` with a 400 -- see + # CLAUDE_FORCED_TOOLS_REJECTED / _UNVERIFIED for which, and on what + # evidence. Caught at construction rather than at call time because the + # provider's 400 does not name --claude-tool-choice, and a leg that fails + # on every one of ~750 views is an afternoon lost to an error message + # about a knob nobody set deliberately. + status = claude_forced_tools_status(self.model_id) + if self.tool_choice == "forced" and status is not None: + if status == "rejected": + why = (f"{self.model_id} rejects tool_choice `tool`/`any` with a 400 " + f"(per Anthropic's API docs; see CLAUDE_FORCED_TOOLS_REJECTED " + f"in detectors.py).") + else: + why = (f"whether {self.model_id} accepts tool_choice `tool`/`any` has " + f"not been measured, so it is refused until it is. Settle it " + f"with `python scripts/model_comparison/probe_claude_models.py " + f"--serving-path anthropic --models {self.model_id} " + f"--tool-choice forced` and update " + f"CLAUDE_FORCED_TOOLS_UNVERIFIED in detectors.py.") raise ValueError( f"--claude-tool-choice forced is not supported on {self.model_id}: " - f"the Fable family rejects tool_choice `tool`/`any` with a 400. Use " - f"`auto` (the default). Note the tradeoff the other way is real too: " - f"`auto` is what lets --claude-effort do anything at all.") + f"{why} Use `auto` (the default). Note the tradeoff the other way is " + f"real too: `auto` is what lets --claude-effort do anything at all.") # Thinking bills against max_tokens. On the Opus/Sonnet legs effort=low # thinks near zero, so 4096 was ample; the Fable family cannot disable # thinking at all, so its floor is higher and this may need raising. diff --git a/scripts/model_comparison/probe_claude_models.py b/scripts/model_comparison/probe_claude_models.py index 31247dae..916ffe4e 100644 --- a/scripts/model_comparison/probe_claude_models.py +++ b/scripts/model_comparison/probe_claude_models.py @@ -44,6 +44,16 @@ its place on the first-party path, where a 404 otherwise reads as "not enabled for us" rather than "not a model". +`--tool-choice forced` asks a second question: *does this id accept a forced +`tool_choice` (`{"type": "tool", ...}`)?* Anthropic's docs list that as a 400 on +`claude-fable-5-1` and say the restriction arrived with 5.1; whether +`claude-fable-5` accepts it has never been measured here, and +`detectors.CLAUDE_FORCED_TOOLS_UNVERIFIED` refuses it until someone runs this. +The request is validated before any generation, so a 400 whose message names +`tool_choice` is the answer, and a 200 -- even one that stops at `max_tokens` +before the tool call -- means the id accepts it. Record the status code in #156 +and update the two sets in detectors.py. + Cost: each 200 is a real generate call, capped at --max-tokens, so a full run costs a fraction of a cent. Every non-200 costs nothing. Nothing here writes to the detection cache or the usage log -- this is a reachability probe, not a leg, @@ -58,6 +68,10 @@ python scripts/model_comparison/probe_claude_models.py --serving-path anthropic python scripts/model_comparison/probe_claude_models.py --models claude-opus-5 + + # Does claude-fable-5 accept a forced tool_choice? (see detectors.py) + python scripts/model_comparison/probe_claude_models.py --serving-path anthropic \ + --models claude-fable-5 --tool-choice forced """ import argparse import os @@ -85,6 +99,17 @@ PROBE_PROMPT = "Reply with the single word: ok" SERVING_PATHS = ("vertex", "anthropic") +TOOL_CHOICES = ("auto", "forced") + +# The smallest tool that can be forced. Not the detector's box tool: this asks +# whether the REQUEST SHAPE is accepted, and a schema this small keeps the +# answer from depending on anything else. +PROBE_TOOL = { + "name": "ok", + "description": "Acknowledge the request.", + "input_schema": {"type": "object", "properties": {"ok": {"type": "boolean"}}, + "required": ["ok"], "additionalProperties": False}, +} def _load_dotenv(): @@ -138,16 +163,20 @@ def make_client(args, ap): return anthropic.Anthropic(max_retries=0) -def probe(client, model_id, max_tokens=PROBE_MAX_TOKENS): - """``(status, detail)`` for one model id. Never raises.""" +def probe(client, model_id, max_tokens=PROBE_MAX_TOKENS, tool_choice="auto"): + """``(status, detail)`` for one model id. Never raises. + + ``tool_choice="forced"`` sends ``PROBE_TOOL`` with ``tool_choice`` of type + ``tool``, the shape the detector's ``--claude-tool-choice forced`` uses.""" anthropic = _sdk() + request = dict(model=model_id, max_tokens=max_tokens, + messages=[{"role": "user", "content": PROBE_PROMPT}]) + if tool_choice == "forced": + request["tools"] = [PROBE_TOOL] + request["tool_choice"] = {"type": "tool", "name": PROBE_TOOL["name"]} try: - resp = client.messages.create( - model=model_id, - max_tokens=max_tokens, - messages=[{"role": "user", "content": PROBE_PROMPT}], - ) + resp = client.messages.create(**request) except anthropic.APIStatusError as e: # e.message is the provider's own text; it carries the actionable part # (which setting, which API) and is the reason this prints it verbatim @@ -193,6 +222,12 @@ def main(argv=None): help="ceiling on each probe answer. Thinking bills against " "it, so on the Fable family the default may be spent " "before any text is emitted (default: %(default)s)") + ap.add_argument("--tool-choice", choices=TOOL_CHOICES, default="auto", + help="`forced` also sends a one-field tool with tool_choice " + "type `tool`, to measure whether the id accepts forced " + "tool use (a 400 naming tool_choice) -- the question " + "detectors.CLAUDE_FORCED_TOOLS_UNVERIFIED is waiting " + "on (default: %(default)s)") ap.add_argument("--project", default=None, help="vertex only; defaults to GOOGLE_CLOUD_PROJECT") ap.add_argument("--location", default=None, @@ -216,13 +251,15 @@ def main(argv=None): if args.serving_path == "vertex": print(f"serving_path=vertex project={args.project} " - f"location={args.location}\n") + f"location={args.location}", end="") else: - print("serving_path=anthropic (first-party API, ANTHROPIC_API_KEY)\n") + print("serving_path=anthropic (first-party API, ANTHROPIC_API_KEY)", end="") + print(f" tool_choice={args.tool_choice}\n") worst = 0 for model_id in ids: - status, detail = probe(client, model_id, max_tokens=args.max_tokens) + status, detail = probe(client, model_id, max_tokens=args.max_tokens, + tool_choice=args.tool_choice) print(f"{model_id:<24} {status}") for line in detail.splitlines(): print(f"{'':<24} {line}") diff --git a/tests/test_model_comparison.py b/tests/test_model_comparison.py index a672e0e0..61fad4b0 100644 --- a/tests/test_model_comparison.py +++ b/tests/test_model_comparison.py @@ -1224,19 +1224,50 @@ def test_claude_tool_choice_is_in_the_cache_key(): cache_key("claude-sonnet-5", forced.signature(), "bend", "p1") -@pytest.mark.parametrize("model_id", ["claude-fable-5", "claude-fable-5-1"]) -def test_forced_tool_choice_is_refused_on_fable_before_the_run_starts(model_id): - """The Fable family removed forced tool use — `tool` and `any` are a 400. - - A leg discovers that on its first call and then repeats it ~750 times, so the +@pytest.mark.parametrize("model_id, status", [ + ("claude-fable-5-1", "rejected"), # per Anthropic's docs + ("claude-mythos-5-1", "rejected"), # same docs, same restriction + ("claude-fable-5", "unverified"), # refused until someone measures it +]) +def test_forced_tool_choice_is_refused_before_the_run_starts(model_id, status): + """Some ids reject `tool_choice` `tool`/`any` with a 400 -- and one is refused + without a measurement either way (see CLAUDE_FORCED_TOOLS_UNVERIFIED). + + A leg discovers a 400 on its first call and then repeats it ~750 times, so the refusal has to happen at construction, where it costs nothing and can name the - flag the provider's own error does not.""" - with pytest.raises(ValueError, match="tool-choice"): + flag the provider's own error does not. The message also has to say WHICH + kind of refusal it is: a documented 400 and an unmeasured id call for + different responses (change the flag vs. run the probe).""" + assert detectors.claude_forced_tools_status(model_id) == status + with pytest.raises(ValueError, match="tool-choice") as err: ClaudeDetector(model_id=model_id, tool_choice="forced") - # `auto` — the default, and what a Fable leg must run — is unaffected. + msg = str(err.value) + if status == "unverified": + assert "not been measured" in msg + assert f"probe_claude_models.py --serving-path anthropic --models {model_id} " \ + f"--tool-choice forced" in msg + else: + assert "400" in msg and "not been measured" not in msg + # `auto` -- the default, and what a Fable leg must run -- is unaffected. assert ClaudeDetector(model_id=model_id, tool_choice="auto").tool_choice == "auto" +def test_the_forced_tool_guard_matches_exact_ids_not_a_family_substring(): + """The guard used to be `"fable" in model_id`. Anthropic's docs say the 400 + arrived with 5.1, not with the family, so a substring match refused ids nobody + had looked at and could not say why. Now every refused id is listed, with its + evidence, and anything else is allowed -- which is the assumption every + published leg relies on.""" + assert detectors.CLAUDE_FORCED_TOOLS_REJECTED.isdisjoint( + detectors.CLAUDE_FORCED_TOOLS_UNVERIFIED) + for mid in detectors.CLAUDE_FORCED_TOOLS_REJECTED | detectors.CLAUDE_FORCED_TOOLS_UNVERIFIED: + assert detectors.claude_forbids_forced_tools(mid) + # A spelling that is not a listed id is not refused, whatever it contains. + for mid in ("claude-fable-6", "claude-fable-5-1-fast", "fable", None, ""): + assert detectors.claude_forced_tools_status(mid) is None + assert not detectors.claude_forbids_forced_tools(mid) + + def test_forced_tool_choice_still_works_on_the_models_that_published_with_it(): """The guard keys on the id, so it must not spread to the existing legs.""" for mid in ("claude-opus-5", "claude-sonnet-5"): @@ -1244,6 +1275,33 @@ def test_forced_tool_choice_still_works_on_the_models_that_published_with_it(): assert ClaudeDetector(model_id=mid, tool_choice="forced").tool_choice == "forced" +def test_the_probe_can_send_the_forced_tool_choice_the_guard_is_waiting_on(): + """The unverified set points at `probe_claude_models.py --tool-choice forced`; + this checks that flag builds the request the detector would send (tool_choice + type `tool`, naming a declared tool) and that `auto` sends none, without a + network. Measuring the answer is deliberately NOT done here.""" + import types + sys.path.insert(0, os.path.join(REPO_ROOT, "scripts", "model_comparison")) + import probe_claude_models as probe + + seen = {} + + class _Messages: + def create(self, **kw): + seen.clear() + seen.update(kw) + return types.SimpleNamespace(model=kw["model"], usage=None, + stop_reason="tool_use") + + client = types.SimpleNamespace(messages=_Messages()) + status, _ = probe.probe(client, "claude-fable-5", tool_choice="forced") + assert status == 200 + assert seen["tool_choice"] == {"type": "tool", "name": probe.PROBE_TOOL["name"]} + assert [t["name"] for t in seen["tools"]] == [probe.PROBE_TOOL["name"]] + probe.probe(client, "claude-fable-5") + assert "tool_choice" not in seen and "tools" not in seen + + # --- Claude: what pixels the model actually sees ---------------------------- def test_claude_image_encoding_is_explicit_and_round_trips(): From 9ca54c68e6b9bca8710ac456badeafb16ae372e8 Mon Sep 17 00:00:00 2001 From: Jon Froehlich Date: Thu, 17 Sep 2026 07:04:49 -0700 Subject: [PATCH 12/16] Count the one-split legs correctly, and pin the best annapolis challenger by whole name The round-1 rewrite said "eight legs ... six of them one split each, and Opus 5 at low effort three". Six plus one is seven; the board has seven one-split legs. The test that guarded the sentence pinned only the total, so it passed. It now checks the breakdown too. The same test matched the strongest-challenger claim by prefix, and "Claude Fable 5" is a prefix of "Claude Fable 5.1 (low, anthropic)". The two are 0.001 F1 apart, so the one flip that is plausible would have left the prose wrong and the test green. It now compares the whole model name; checked by hand that naming 5.1 in the doc fails it. Findings S1 and S2 of review round 2 on PR 157 (#156). Co-Authored-By: Claude Opus 5 (1M context) Claude-Session: https://claude.ai/code/session_01E58bhyukgYXphE47jsnA29 --- docs/model_scoreboard.md | 2 +- tests/test_scoreboard.py | 19 +++++++++++++++---- 2 files changed, 16 insertions(+), 5 deletions(-) diff --git a/docs/model_scoreboard.md b/docs/model_scoreboard.md index cfc5b711..4b45c27a 100644 --- a/docs/model_scoreboard.md +++ b/docs/model_scoreboard.md @@ -93,7 +93,7 @@ and F1 cannot tell you. ## Legs that have not run every pooled split -Eight legs have not run the pooled splits — six of them one split each, and Opus 5 at low +Eight legs have not run the pooled splits — seven of them one split each, and Opus 5 at low effort three (annapolis plus both Laurens arms) — so they have no pooled mean to put in the table above: a one-city average printed beside a seven-city one is exactly the comparison the coverage column exists to prevent. They are reported per split instead, at the splits diff --git a/tests/test_scoreboard.py b/tests/test_scoreboard.py index ca435fee..d00fb23f 100644 --- a/tests/test_scoreboard.py +++ b/tests/test_scoreboard.py @@ -505,18 +505,29 @@ def test_the_prose_beside_the_partial_table_agrees_with_it(board): """ with open(sb.DEFAULT_DOC, encoding="utf-8", newline="") as fh: doc = fh.read() - n_partial = sum(1 for m in board["models"] if not m["complete"]) - want = f"{_WORDS[n_partial]} legs have not run the pooled splits" + partial = [m for m in board["models"] if not m["complete"]] + want = f"{_WORDS[len(partial)]} legs have not run the pooled splits" assert doc.count(want) == 2, ( f"expected {want!r} twice in docs/model_scoreboard.md (the section opener and " - f"the 'What is missing' bullet); the board has {n_partial} such legs") + f"the 'What is missing' bullet); the board has {len(partial)} such legs") + # ...and the breakdown that follows the opener has to add up to it. The first + # version of this test pinned the total only, and the sentence said "six of + # them one split each" beside a three-split leg: six plus one is seven. + one_split = [m for m in partial if m["n_splits_run"] == 1] + more = [m for m in partial if m["n_splits_run"] > 1] + assert f"{want} — {_WORDS[len(one_split)].lower()} of them one split each" in doc, ( + f"the board has {len(one_split)} one-split legs and {len(more)} with more") + assert len(more) == 1 and more[0]["n_splits_run"] == 3, more # the sentence's "three" best = max((m for m in board["models"] if m["model"] != "rampnet" and "annapolis" in board["per_split"][m["model"]]), key=lambda m: board["per_split"][m["model"]]["annapolis"]["f1"]) claim = re.search(r"\*\*(.+?) is the strongest challenger measured on annapolis\*\*", doc) assert claim, "the strongest-challenger sentence is gone" - assert best["display"].startswith(claim.group(1).split(" at ")[0]), ( + # Whole model name, not a prefix: "Claude Fable 5" is a prefix of "Claude Fable + # 5.1 (low, anthropic)", and the two are 0.001 F1 apart, so a prefix match + # would stay green through the one flip that is actually plausible. + assert best["display"].split(" (")[0] == claim.group(1).split(" at ")[0], ( f"the doc names {claim.group(1)!r}; the board says {best['display']!r} " f"(F1 {board['per_split'][best['model']]['annapolis']['f1']:.3f})") From 87ff1bde17e14d37cd2601c1cbdb81d8c32f54e0 Mon Sep 17 00:00:00 2001 From: Jon Froehlich Date: Thu, 17 Sep 2026 07:06:29 -0700 Subject: [PATCH 13/16] Stop model_comparison.md calling Opus the strongest on annapolis, and name the Fable legs in its coverage paragraph Two sentences stated the pre-Fable result in the present tense on the page that writes up the Fable result: the "What has been run where" paragraph said four Claude legs on annapolis and never mentioned the two Fable rows in the matrix above it, and the Vertex section said claude-opus-5 at low "is the strongest general model measured on annapolis" while the section after it says both Fable legs displace it. The same drift round 1 fixed in model_scoreboard.md. The coverage paragraph now names all six Claude legs, their serving paths and why the Fable names carry "-anthropic"; the Opus sentence says "was ... until the two Fable legs". The from-scratch re-run cost for the two Fable legs is now ~$40, the whole-split total the cost paragraph gives, not the ~$38 sum of the 120-pano rows. Adds a test that scores the published annapolis legs and checks the sentence's verb and model against the best of them, so a third recurrence fails the suite; it fails on the doc as it was. Findings S3 and S5 of review round 2 on PR 157 (#156). Co-Authored-By: Claude Opus 5 (1M context) Claude-Session: https://claude.ai/code/session_01E58bhyukgYXphE47jsnA29 --- docs/model_comparison.md | 29 +++++++++++-------- tests/test_claude_published_legs.py | 43 +++++++++++++++++++++++++++++ 2 files changed, 60 insertions(+), 12 deletions(-) diff --git a/docs/model_comparison.md b/docs/model_comparison.md index e3adce14..ebbd3c05 100644 --- a/docs/model_comparison.md +++ b/docs/model_comparison.md @@ -79,14 +79,18 @@ the matrix above exists to make, stated here because the artifact is already in would otherwise read as a withheld result. Promoting it is one field in the registry plus a re-run; since #122 froze the #46 witness pool, doing so no longer disturbs that human pass. -**Two more off-roster models, `claude-sonnet-5` and `claude-opus-5`, have been run on -annapolis only** — four legs, both models × effort `low`/`high` (#122). They are likewise -absent from the roster tables, so no number below moves. Detections are published and -verified (`benchmark/model_detections/claude-*-effort-*__annapolis.json`, 4/4 pairs -identical to the cache) and the write-up is the "Claude on Vertex" section further down, -where the whole result table is re-derived from those files by -`tests/test_claude_published_legs.py`. **The other nine splits have not been run** — that is -a gap in coverage, not a withheld result, and closing it costs about $57 at `low` effort. +**Six Claude legs are off-roster and have been run on annapolis only.** Four are +`claude-sonnet-5` and `claude-opus-5` at effort `low`/`high` (#122), served on Vertex; two +are `claude-fable-5` and `claude-fable-5-1` at effort `low` (#156), served on Anthropic's +first-party API because Vertex gates that family — which is why their published names carry +`-anthropic`. All six are absent from the roster tables, so no number below moves. +Detections are published and verified (`benchmark/model_detections/claude-*__annapolis.json`, +6/6 pairs identical to the cache); the write-ups are the "Claude on Vertex" section and the +"Claude Fable on annapolis" section further down, where every result table is re-derived +from those files by `tests/test_claude_published_legs.py`. (`claude-opus-5` at `low` has +also run both Laurens arms, for #151.) **The other nine splits have not been run** for any +of them — that is a gap in coverage, not a withheld result, and closing it costs about $57 +per Opus/Sonnet leg and about $155–165 per Fable id for `manual_gold` alone. **The three `y*_pano` rows are the supervised YOLO baseline** (#51), the one part of the registry that is not zero-shot. They have run on all ten splits and are scored, but under the @@ -1620,11 +1624,12 @@ Same shape as this benchmark's Qwen 8B→32B finding, where scaling flipped the instead of fixing it. Note that the expensive setting is the worse one — 127k thinking tokens to lose 0.068 F1. -**`claude-opus-5` at `low` is the strongest general model measured on annapolis**, at -0.588 — the first to displace `gemini-3.1-pro-preview` (0.567) from that slot. Against +**`claude-opus-5` at `low` was the strongest general model measured on annapolis**, at +0.588 — the first to displace `gemini-3.1-pro-preview` (0.567) from that slot — **until the +two Fable legs (0.611 and 0.610, next section) displaced it in turn.** Against `claude-sonnet-5` at the same effort it gains **+0.224 recall at essentially unchanged precision** (0.589 → 0.572), which is a capability difference rather than a threshold -shift. RampNet still leads it by **0.251** (0.839 vs 0.588). +shift. RampNet leads it by **0.251** (0.839 vs 0.588). **Correction, 2026-08-18 — the sonnet/low row originally used a different denominator.** As first published it read 0.587 / 0.372 / 0.456 on `108/76/182`, which is **290** GT @@ -1753,7 +1758,7 @@ done ``` Re-running them from scratch needs `ANTHROPIC_API_KEY` (the repo-root `.env` is the -gitignored home for it) and costs ~$38: +gitignored home for it) and costs ~$40 (the whole-split totals above): ```bash for m in claude-fable-5-1 claude-fable-5; do diff --git a/tests/test_claude_published_legs.py b/tests/test_claude_published_legs.py index b20d23e7..9d2cff19 100644 --- a/tests/test_claude_published_legs.py +++ b/tests/test_claude_published_legs.py @@ -214,6 +214,49 @@ def test_the_laurens_arms_are_the_pair_the_rig_comparison_rests_on(): assert abs(f1["laurens_gsv"] - f1["laurens_mapillary"]) < 0.01 +# --------------------------------------------------------------------------- # +# the prose that ranks the annapolis legs (#122, #156) +# --------------------------------------------------------------------------- # +def test_the_strongest_annapolis_claim_tracks_the_published_legs(): + """When the Fable legs landed, docs/model_scoreboard.md and this doc both kept + saying claude-opus-5 was the strongest general model on annapolis, in the + present tense, above a table that showed otherwise. The scoreboard got a pin + in review round 1; this is the same pin for model_comparison.md, read off the + published detections rather than off any number typed into the doc. + + The sentence is allowed either shape -- "X is the strongest" when X is the best + published annapolis leg, or "X was the strongest ... until Y" when Y is -- but + the leg it names has to agree with the files.""" + import re + with open(os.path.join(REPO, "docs", "model_comparison.md"), encoding="utf-8") as fh: + doc = fh.read() + scored = {k: _score(*k, _ground_truths("annapolis")) + for k in PUBLISHED_LEGS if k[3] == "annapolis"} + best = max(scored, key=lambda k: scored[k][7]) + m = re.search(r"\*\*`([\w.-]+)` at `(\w+)` (is|was) the strongest general model " + r"measured on annapolis\*\*", doc) + assert m, "the strongest-general-model sentence is gone from model_comparison.md" + named, effort, verb = m.groups() + if verb == "is": + assert (named, effort) == best[:2], ( + f"the doc says {named}/{effort} is the strongest on annapolis; the published " + f"files say {best[0]}/{best[1]} (F1 {scored[best][7]:.3f})") + else: + assert (named, effort) != best[:2], f"{named}/{effort} IS still the best; say so" + # The supersession has to name the leg that did it, close by. + after = doc[m.end():m.end() + 400] + assert "until" in after and f"`{best[0]}`" in doc, after + # ...and the Fable section's own claim has to hold: both Fable legs above Opus. + opus = scored[("claude-opus-5", "low", "vertex", "annapolis")][7] + for k in scored: + if k[0].startswith("claude-fable"): + assert scored[k][7] > opus, (k, scored[k][7], opus) + assert "**Both displace `claude-opus-5` at the top of this split**" in doc + # The coverage paragraph at the top of the doc names every off-roster Claude leg. + assert "**Six Claude legs are off-roster and have been run on annapolis only.**" in doc + assert len({k[:3] for k in scored}) == 6 + + # --------------------------------------------------------------------------- # # the Fable cost figures, re-derived from the ledger (#156) # --------------------------------------------------------------------------- # From dc4c5fb5677517cab32f7c53cb61e3a2bd78a644 Mon Sep 17 00:00:00 2001 From: Jon Froehlich Date: Thu, 17 Sep 2026 07:07:31 -0700 Subject: [PATCH 14/16] Send output_config.effort with the forced probe, and rename the test that overclaimed its provenance ClaudeDetector._call sends output_config={"effort": ...} beside tool_choice on every call, and effort is the one axis forcing is known to interact with (forcing suppresses thinking; the Fable family cannot disable it). The probe the unverified guard points at sent the bare tool_choice shape only, so a 200 from it would not have answered for the detector's request. The forced probe now carries effort low -- what every published Claude leg ran at -- and the test asserts it, and asserts the reachability probe under auto is unchanged. Still no API call made. test_forced_tool_choice_still_works_on_the_models_that_published_with_it was misnamed: no published Claude leg ran with forced tool choice (all six annapolis signatures and all twelve ledger rows say auto). The only forced measurement on record is the one-view Vertex check in the doc, so the test is now ..._on_the_ids_it_was_measured_on, with that cited. Findings S4 and S6 of review round 2 on PR 157 (#156). Co-Authored-By: Claude Opus 5 (1M context) Claude-Session: https://claude.ai/code/session_01E58bhyukgYXphE47jsnA29 --- scripts/model_comparison/detectors.py | 5 +++-- .../model_comparison/probe_claude_models.py | 17 +++++++++++++--- tests/test_model_comparison.py | 20 +++++++++++++++---- 3 files changed, 33 insertions(+), 9 deletions(-) diff --git a/scripts/model_comparison/detectors.py b/scripts/model_comparison/detectors.py index 009755eb..dfc81652 100644 --- a/scripts/model_comparison/detectors.py +++ b/scripts/model_comparison/detectors.py @@ -952,8 +952,9 @@ def boxes_from_claude_response(resp): # python scripts/model_comparison/probe_claude_models.py \ # --serving-path anthropic --models claude-fable-5 --tool-choice forced # -# A 200 means the id belongs in neither set (move it, and move its case in -# test_forced_tool_choice_is_refused_before_the_run_starts to the still-works test); +# A 200 means the id belongs in neither set (move it, and move its case from +# test_forced_tool_choice_is_refused_before_the_run_starts to +# test_forced_tool_choice_still_works_on_the_ids_it_was_measured_on); # a 400 means it belongs in CLAUDE_FORCED_TOOLS_REJECTED. Record the status code in # #156 either way. CLAUDE_FORCED_TOOLS_UNVERIFIED = frozenset({"claude-fable-5"}) diff --git a/scripts/model_comparison/probe_claude_models.py b/scripts/model_comparison/probe_claude_models.py index 916ffe4e..f026f270 100644 --- a/scripts/model_comparison/probe_claude_models.py +++ b/scripts/model_comparison/probe_claude_models.py @@ -51,8 +51,12 @@ `detectors.CLAUDE_FORCED_TOOLS_UNVERIFIED` refuses it until someone runs this. The request is validated before any generation, so a 400 whose message names `tool_choice` is the answer, and a 200 -- even one that stops at `max_tokens` -before the tool call -- means the id accepts it. Record the status code in #156 -and update the two sets in detectors.py. +before the tool call -- means the id accepts it. The forced request also carries +`output_config={"effort": "low"}`, because that is what `ClaudeDetector._call` +sends beside `tool_choice` on every call, and effort is the one axis forcing is +known to interact with (forcing suppresses thinking; the Fable family cannot +disable it). A 200 on the bare shape would not answer for the detector's +request. Record the status code in #156 and update the two sets in detectors.py. Cost: each 200 is a real generate call, capped at --max-tokens, so a full run costs a fraction of a cent. Every non-200 costs nothing. Nothing here writes to @@ -101,6 +105,11 @@ SERVING_PATHS = ("vertex", "anthropic") TOOL_CHOICES = ("auto", "forced") +# Sent with the forced probe, as the detector sends it on every call. `low` is +# what every published Claude leg ran at, and the setting under which the +# detector's own comment calls `forced` the better choice. +PROBE_EFFORT = "low" + # The smallest tool that can be forced. Not the detector's box tool: this asks # whether the REQUEST SHAPE is accepted, and a schema this small keeps the # answer from depending on anything else. @@ -167,7 +176,8 @@ def probe(client, model_id, max_tokens=PROBE_MAX_TOKENS, tool_choice="auto"): """``(status, detail)`` for one model id. Never raises. ``tool_choice="forced"`` sends ``PROBE_TOOL`` with ``tool_choice`` of type - ``tool``, the shape the detector's ``--claude-tool-choice forced`` uses.""" + ``tool`` and ``output_config.effort``, the shape ``ClaudeDetector._call`` + sends under ``--claude-tool-choice forced``.""" anthropic = _sdk() request = dict(model=model_id, max_tokens=max_tokens, @@ -175,6 +185,7 @@ def probe(client, model_id, max_tokens=PROBE_MAX_TOKENS, tool_choice="auto"): if tool_choice == "forced": request["tools"] = [PROBE_TOOL] request["tool_choice"] = {"type": "tool", "name": PROBE_TOOL["name"]} + request["output_config"] = {"effort": PROBE_EFFORT} try: resp = client.messages.create(**request) except anthropic.APIStatusError as e: diff --git a/tests/test_model_comparison.py b/tests/test_model_comparison.py index 61fad4b0..350526e6 100644 --- a/tests/test_model_comparison.py +++ b/tests/test_model_comparison.py @@ -1268,8 +1268,13 @@ def test_the_forced_tool_guard_matches_exact_ids_not_a_family_substring(): assert not detectors.claude_forbids_forced_tools(mid) -def test_forced_tool_choice_still_works_on_the_models_that_published_with_it(): - """The guard keys on the id, so it must not spread to the existing legs.""" +def test_forced_tool_choice_still_works_on_the_ids_it_was_measured_on(): + """The guard keys on the id, so it must not spread to the existing legs. + + "Measured", not "published with": every published Claude leg ran `auto` (all + six annapolis signatures and all twelve ledger rows say so). The only forced + measurement on record is the one-view Vertex check in docs/model_comparison.md + ("The tool is offered, not forced"), on these two ids.""" for mid in ("claude-opus-5", "claude-sonnet-5"): assert not detectors.claude_forbids_forced_tools(mid) assert ClaudeDetector(model_id=mid, tool_choice="forced").tool_choice == "forced" @@ -1277,8 +1282,10 @@ def test_forced_tool_choice_still_works_on_the_models_that_published_with_it(): def test_the_probe_can_send_the_forced_tool_choice_the_guard_is_waiting_on(): """The unverified set points at `probe_claude_models.py --tool-choice forced`; - this checks that flag builds the request the detector would send (tool_choice - type `tool`, naming a declared tool) and that `auto` sends none, without a + this checks that flag builds the request the detector would send -- tool_choice + type `tool` naming a declared tool, AND output_config.effort beside it, since + effort is the axis forcing is known to interact with and the detector never + sends one without the other -- and that `auto` sends none of it, without a network. Measuring the answer is deliberately NOT done here.""" import types sys.path.insert(0, os.path.join(REPO_ROOT, "scripts", "model_comparison")) @@ -1298,8 +1305,13 @@ def create(self, **kw): assert status == 200 assert seen["tool_choice"] == {"type": "tool", "name": probe.PROBE_TOOL["name"]} assert [t["name"] for t in seen["tools"]] == [probe.PROBE_TOOL["name"]] + assert seen["output_config"] == {"effort": "low"} + # ...the same keys ClaudeDetector._call sends, so the probe answers for it. + assert {"model", "max_tokens", "output_config", "tools", "tool_choice", + "messages"} <= set(seen) probe.probe(client, "claude-fable-5") assert "tool_choice" not in seen and "tools" not in seen + assert "output_config" not in seen # the reachability probe is unchanged # --- Claude: what pixels the model actually sees ---------------------------- From 3fef27235f20f2aa533200c5d0a33f9cc1e11456 Mon Sep 17 00:00:00 2001 From: Jon Froehlich Date: Thu, 17 Sep 2026 07:38:16 -0700 Subject: [PATCH 15/16] Run the forced-probe shape test without the anthropic package CI installs requirements-dev.txt only, which does not carry `anthropic`, so test_the_probe_can_send_the_forced_tool_choice_the_guard_is_waiting_on failed there on the probe's own import guard while passing in a venv that happened to have the SDK. The probe needs the SDK for two exception classes only, so the test now stubs `_sdk` with those and the request-shape check runs everywhere, rather than being skipped where it matters. Confirmed by running the four touched test files with the package blocked at import. No other test added in either round imports it. Review round 2 follow-up on PR 157 (#156). Co-Authored-By: Claude Opus 5 (1M context) Claude-Session: https://claude.ai/code/session_01E58bhyukgYXphE47jsnA29 --- tests/test_model_comparison.py | 18 ++++++++++++++++-- 1 file changed, 16 insertions(+), 2 deletions(-) diff --git a/tests/test_model_comparison.py b/tests/test_model_comparison.py index 350526e6..121000a0 100644 --- a/tests/test_model_comparison.py +++ b/tests/test_model_comparison.py @@ -1280,17 +1280,31 @@ def test_forced_tool_choice_still_works_on_the_ids_it_was_measured_on(): assert ClaudeDetector(model_id=mid, tool_choice="forced").tool_choice == "forced" -def test_the_probe_can_send_the_forced_tool_choice_the_guard_is_waiting_on(): +def test_the_probe_can_send_the_forced_tool_choice_the_guard_is_waiting_on(monkeypatch): """The unverified set points at `probe_claude_models.py --tool-choice forced`; this checks that flag builds the request the detector would send -- tool_choice type `tool` naming a declared tool, AND output_config.effort beside it, since effort is the axis forcing is known to interact with and the detector never sends one without the other -- and that `auto` sends none of it, without a - network. Measuring the answer is deliberately NOT done here.""" + network. Measuring the answer is deliberately NOT done here. + + Runs without the `anthropic` package: it is not in requirements-dev.txt, so + CI does not have it, and the first version of this test failed there on the + probe's import guard. The probe only needs the SDK for its two exception + classes, so a stub stands in for it and the request-shape check still runs.""" import types sys.path.insert(0, os.path.join(REPO_ROOT, "scripts", "model_comparison")) import probe_claude_models as probe + class _StatusError(Exception): + pass + + class _ConnError(Exception): + pass + + monkeypatch.setattr(probe, "_sdk", lambda: types.SimpleNamespace( + APIStatusError=_StatusError, APIConnectionError=_ConnError)) + seen = {} class _Messages: From 8c9678856b23eb72fb67385be098aefc6dbee8fd Mon Sep 17 00:00:00 2001 From: Jon Froehlich Date: Thu, 17 Sep 2026 09:17:57 -0700 Subject: [PATCH 16/16] Single-space three padded commands so the runbook guard passes once merged main now carries #136's guard against collapsed line continuations, which reads a run of spaces inside a shell command as one. Three annapolis export/compare commands in this branch's section were column-aligned; commands unchanged, padding removed. Co-Authored-By: Claude Opus 5 (1M context) Claude-Session: https://claude.ai/code/session_01E58bhyukgYXphE47jsnA29 --- docs/model_comparison.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/model_comparison.md b/docs/model_comparison.md index ebbd3c05..3ec068d2 100644 --- a/docs/model_comparison.md +++ b/docs/model_comparison.md @@ -1752,8 +1752,8 @@ uses it to resolve the leg's published filename: ```bash for m in claude-fable-5-1 claude-fable-5; do - python scripts/analysis/export_model_cache.py --splits annapolis --models claude:$m --claude-effort low --claude-serving-path anthropic - python scripts/analysis/export_model_cache.py --verify --splits annapolis --models claude:$m --claude-effort low --claude-serving-path anthropic + python scripts/analysis/export_model_cache.py --splits annapolis --models claude:$m --claude-effort low --claude-serving-path anthropic + python scripts/analysis/export_model_cache.py --verify --splits annapolis --models claude:$m --claude-effort low --claude-serving-path anthropic done ``` @@ -1762,7 +1762,7 @@ gitignored home for it) and costs ~$40 (the whole-split totals above): ```bash for m in claude-fable-5-1 claude-fable-5; do - python scripts/model_comparison/compare.py benchmark/annapolis --models claude:$m --claude-serving-path anthropic --claude-effort low + python scripts/model_comparison/compare.py benchmark/annapolis --models claude:$m --claude-serving-path anthropic --claude-effort low done ```