diff --git a/dev-packages/node-integration-tests/suites/tracing/anthropic/test.ts b/dev-packages/node-integration-tests/suites/tracing/anthropic/test.ts
index ee2bb16b37dc..106b1e7f4d6b 100644
--- a/dev-packages/node-integration-tests/suites/tracing/anthropic/test.ts
+++ b/dev-packages/node-integration-tests/suites/tracing/anthropic/test.ts
@@ -93,6 +93,14 @@ describe('Anthropic integration', () => {
             expect(streamingSpan!.name).toBe('chat claude-3-haiku-20240307');
             expect(streamingSpan!.status).toBe('ok');
             expect(streamingSpan!.attributes[GEN_AI_RESPONSE_STREAMING].value).toBe(true);
+
+            for (const span of [completionSpan!, errorSpan!, streamingSpan!]) {
+              expect(span.attributes[GEN_AI_INPUT_MESSAGES]).toBeUndefined();
+              expect(span.attributes[GEN_AI_SYSTEM_INSTRUCTIONS]).toBeUndefined();
+              expect(span.attributes[GEN_AI_RESPONSE_TEXT]).toBeUndefined();
+              expect(span.attributes[GEN_AI_RESPONSE_TOOL_CALLS]).toBeUndefined();
+              expect(span.attributes[GEN_AI_TOOL_DEFINITIONS]).toBeUndefined();
+            }
           },
         })
         .expect({ event: EXPECTED_STREAM_EVENT_HANDLER_MESSAGE })
diff --git a/dev-packages/node-integration-tests/suites/tracing/google-genai/test.ts b/dev-packages/node-integration-tests/suites/tracing/google-genai/test.ts
index 6f51960996fa..f2b15fe19475 100644
--- a/dev-packages/node-integration-tests/suites/tracing/google-genai/test.ts
+++ b/dev-packages/node-integration-tests/suites/tracing/google-genai/test.ts
@@ -81,6 +81,15 @@ describe('Google GenAI integration', () => {
             expect(errorSpan!.attributes[GEN_AI_OPERATION_NAME].value).toBe('generate_content');
             expect(errorSpan!.attributes[GEN_AI_PROVIDER_NAME].value).toBe('google_genai');
             expect(errorSpan!.attributes[GEN_AI_REQUEST_MODEL].value).toBe('error-model');
+
+            for (const span of [chatSpan!, generateContentSpan!, errorSpan!]) {
+              expect(span.attributes[GEN_AI_INPUT_MESSAGES]).toBeUndefined();
+              expect(span.attributes[GEN_AI_SYSTEM_INSTRUCTIONS]).toBeUndefined();
+              expect(span.attributes[GEN_AI_OUTPUT_MESSAGES]).toBeUndefined();
+              expect(span.attributes[GEN_AI_RESPONSE_TEXT]).toBeUndefined();
+              expect(span.attributes[GEN_AI_RESPONSE_TOOL_CALLS]).toBeUndefined();
+              expect(span.attributes[GEN_AI_TOOL_DEFINITIONS]).toBeUndefined();
+            }
           },
         })
         .start()
@@ -352,6 +361,15 @@ describe('Google GenAI integration', () => {
             expect(errorSpan!.status).toBe('error');
             expect(errorSpan!.attributes['sentry.op'].value).toBe('gen_ai.generate_content');
             expect(errorSpan!.attributes[GEN_AI_OPERATION_NAME].value).toBe('generate_content');
+
+            for (const span of [generateContentSpan!, chatSpan!, blockedSpan!, errorSpan!]) {
+              expect(span.attributes[GEN_AI_INPUT_MESSAGES]).toBeUndefined();
+              expect(span.attributes[GEN_AI_SYSTEM_INSTRUCTIONS]).toBeUndefined();
+              expect(span.attributes[GEN_AI_OUTPUT_MESSAGES]).toBeUndefined();
+              expect(span.attributes[GEN_AI_RESPONSE_TEXT]).toBeUndefined();
+              expect(span.attributes[GEN_AI_RESPONSE_TOOL_CALLS]).toBeUndefined();
+              expect(span.attributes[GEN_AI_TOOL_DEFINITIONS]).toBeUndefined();
+            }
           },
         })
         .start()
@@ -511,6 +529,7 @@ describe('Google GenAI integration', () => {
             expect(errorSpan!.status).toBe('error');
             expect(errorSpan!.attributes['sentry.op'].value).toBe('gen_ai.embeddings');
             expect(errorSpan!.attributes[GEN_AI_OPERATION_NAME].value).toBe('embeddings');
+            expect(errorSpan!.attributes[GEN_AI_EMBEDDINGS_INPUT]).toBeUndefined();
           },
         })
         .start()
diff --git a/dev-packages/node-integration-tests/suites/tracing/langchain/test.ts b/dev-packages/node-integration-tests/suites/tracing/langchain/test.ts
index 1d74840579bc..479bfe02d49a 100644
--- a/dev-packages/node-integration-tests/suites/tracing/langchain/test.ts
+++ b/dev-packages/node-integration-tests/suites/tracing/langchain/test.ts
@@ -82,6 +82,13 @@ describe('LangChain integration', () => {
             expect(errorSpan!.attributes['sentry.origin'].value).toBe('auto.ai.langchain');
             expect(errorSpan!.attributes[GEN_AI_PROVIDER_NAME].value).toBe('anthropic');
             expect(errorSpan!.attributes[GEN_AI_REQUEST_MODEL].value).toBe('error-model');
+
+            for (const span of [sonnetSpan!, opusSpan!, errorSpan!]) {
+              expect(span.attributes[GEN_AI_INPUT_MESSAGES]).toBeUndefined();
+              expect(span.attributes[GEN_AI_SYSTEM_INSTRUCTIONS]).toBeUndefined();
+              expect(span.attributes[GEN_AI_RESPONSE_TEXT]).toBeUndefined();
+              expect(span.attributes[GEN_AI_RESPONSE_TOOL_CALLS]).toBeUndefined();
+            }
           },
         })
         .start()
@@ -333,6 +340,10 @@ describe('LangChain integration', () => {
             expect(errorSpan!.status).toBe('error');
             expect(errorSpan!.attributes['sentry.op'].value).toBe(GEN_AI_EMBEDDINGS);
             expect(errorSpan!.attributes[GEN_AI_PROVIDER_NAME].value).toBe('openai');
+
+            for (const span of [...successfulSpans, errorSpan!]) {
+              expect(span.attributes[GEN_AI_EMBEDDINGS_INPUT]).toBeUndefined();
+            }
           },
         })
         .start()