GenAI OTel Conformance Dashboard

Generated 2026-04-21 22:38 UTC — trask/semantic-conventions-conformance | Detailed Results | Expand all | Collapse all

Create Agent Spans 4 instrumentations, 12 attributes

Lang	Library	Instrumentation	Required			Conditionally Required							Recommended	Opt-In
			gen_ai.operation.name	gen_ai.provider.name	gen_ai.system	error.type	gen_ai.agent.description	gen_ai.agent.id	gen_ai.agent.name	gen_ai.agent.version	gen_ai.request.model	server.port	server.address	gen_ai.system_instructions
Python	AutoGen	Native	✓		✓		✓		✓
		OpenInference	✓		✓		✓		✓
	LangChain	OTel Contrib	✓	✓					✓
		OpenLLMetry	✓	✓					✓

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Invoke Agent Client Spans 2 instrumentations, 31 attributes

Lang	Library	Instrumentation	Required			Conditionally Required												Recommended												Opt-In
			gen_ai.operation.name	gen_ai.provider.name	gen_ai.system	error.type	gen_ai.agent.description	gen_ai.agent.id	gen_ai.agent.name	gen_ai.agent.version	gen_ai.conversation.id	gen_ai.data_source.id	gen_ai.output.type	gen_ai.request.choice.count	gen_ai.request.model	gen_ai.request.seed	server.port	gen_ai.request.frequency_penalty	gen_ai.request.max_tokens	gen_ai.request.presence_penalty	gen_ai.request.stop_sequences	gen_ai.request.temperature	gen_ai.request.top_p	gen_ai.response.finish_reasons	gen_ai.usage.cache_creation.input_tokens	gen_ai.usage.cache_read.input_tokens	gen_ai.usage.input_tokens	gen_ai.usage.output_tokens	server.address	gen_ai.input.messages	gen_ai.output.messages	gen_ai.system_instructions	gen_ai.tool.definitions
Python	Pydantic AI	Native	✓	✓	✓				✓						✓		✓							✓			✓	✓	✓	✓	✓		✓
		OpenInference	✓	✓	✓				✓						✓		✓							✓			✓	✓	✓	✓	✓		✓

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Invoke Agent Internal Spans 9 instrumentations, 29 attributes

Lang	Library	Instrumentation	Required			Conditionally Required											Recommended											Opt-In
			gen_ai.operation.name	gen_ai.provider.name	gen_ai.system	error.type	gen_ai.agent.description	gen_ai.agent.id	gen_ai.agent.name	gen_ai.agent.version	gen_ai.conversation.id	gen_ai.data_source.id	gen_ai.output.type	gen_ai.request.choice.count	gen_ai.request.model	gen_ai.request.seed	gen_ai.request.frequency_penalty	gen_ai.request.max_tokens	gen_ai.request.presence_penalty	gen_ai.request.stop_sequences	gen_ai.request.temperature	gen_ai.request.top_p	gen_ai.response.finish_reasons	gen_ai.usage.cache_creation.input_tokens	gen_ai.usage.cache_read.input_tokens	gen_ai.usage.input_tokens	gen_ai.usage.output_tokens	gen_ai.input.messages	gen_ai.output.messages	gen_ai.system_instructions	gen_ai.tool.definitions
Python	CrewAI	OpenLLMetry													✓
	Google ADK	Native	✓				✓		✓		✓				✓								✓			✓	✓
		OpenInference	✓				✓		✓		✓				✓								✓			✓	✓
	LangChain	OTel Contrib	✓	✓					✓
		OpenLLMetry	✓	✓				✓	✓
	OpenAI Agents	Native			✓				✓
		OpenLLMetry			✓				✓
	Pydantic AI	Native							✓																	✓	✓
		OpenInference							✓																	✓	✓

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Invoke Workflow Spans 3 instrumentations, 5 attributes

Lang	Library	Instrumentation	Required	Conditionally Required		Opt-In
			gen_ai.operation.name	error.type	gen_ai.workflow.name	gen_ai.input.messages	gen_ai.output.messages
Python	LangChain	OTel Contrib	✓			✓	✓
		OpenLLMetry	✓			✓	✓
JavaScript	LangChain	OpenLLMetry	✓

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Inference Spans 46 instrumentations, 29 attributes

Lang	Library	Instrumentation	Required			Conditionally Required							Recommended															Opt-In
			gen_ai.operation.name	gen_ai.provider.name	gen_ai.system	error.type	gen_ai.conversation.id	gen_ai.output.type	gen_ai.request.choice.count	gen_ai.request.model	gen_ai.request.seed	server.port	gen_ai.request.frequency_penalty	gen_ai.request.max_tokens	gen_ai.request.presence_penalty	gen_ai.request.stop_sequences	gen_ai.request.temperature	gen_ai.request.top_k	gen_ai.request.top_p	gen_ai.response.finish_reasons	gen_ai.response.id	gen_ai.response.model	gen_ai.usage.cache_creation.input_tokens	gen_ai.usage.cache_read.input_tokens	gen_ai.usage.input_tokens	gen_ai.usage.output_tokens	server.address	gen_ai.input.messages	gen_ai.output.messages	gen_ai.system_instructions	gen_ai.tool.definitions
Python	Anthropic	OTel Contrib	✓	✓						✓				✓						✓	✓	✓	✓	✓	✓	✓		✓	✓		✓
		OpenLLMetry	✓	✓						✓				✓						✓	✓	✓	✓	✓	✓	✓		✓	✓		✓
	AWS Bedrock	OpenLLMetry	✓	✓						✓										✓					✓	✓		✓	✓		✓
	Azure AI Inference	OTel Contrib	✓		✓					✓		✓								✓	✓	✓			✓	✓	✓
	Azure OpenAI	OTel Contrib	✓		✓					✓		✓								✓	✓	✓			✓	✓	✓
		OpenLLMetry	✓	✓						✓										✓	✓	✓			✓	✓		✓	✓		✓
	Cohere	OTel Contrib			✓					✓										✓	✓
		OpenLLMetry			✓					✓										✓	✓
	DSPy	Native	✓		✓					✓											✓	✓			✓	✓		✓	✓
	Google ADK	Native			✓		✓			✓										✓					✓	✓
		OpenInference	✓		✓		✓			✓										✓					✓	✓
	Google GenAI	OTel Contrib	✓		✓					✓										✓					✓	✓
		OpenLLMetry			✓					✓												✓			✓	✓
	Groq	OpenLLMetry			✓					✓											✓	✓			✓	✓
	Haystack	OpenLLMetry			✓
	LangChain	OTel Contrib	✓	✓						✓										✓	✓	✓		✓	✓	✓		✓	✓
		OpenLLMetry	✓	✓						✓										✓	✓	✓		✓	✓	✓		✓	✓		✓
	LiteLLM	Native	✓		✓					✓											✓	✓			✓	✓		✓	✓
	LlamaIndex	OpenLLMetry	✓	✓						✓							✓			✓	✓	✓			✓	✓		✓	✓
	Mistral AI	OpenInference								✓		✓								✓	✓	✓			✓	✓	✓	✓	✓		✓
		OpenLLMetry								✓		✓									✓	✓			✓	✓	✓
	OpenAI	OTel Contrib	✓		✓					✓		✓								✓	✓	✓			✓	✓	✓
		OpenLLMetry	✓	✓						✓										✓	✓	✓			✓	✓		✓	✓		✓
	OpenAI Agents	OTel Contrib	✓		✓					✓		✓								✓	✓	✓			✓	✓	✓
		OpenLLMetry	✓		✓
	Pydantic AI	Native	✓	✓	✓					✓		✓								✓	✓	✓			✓	✓	✓	✓	✓		✓
		OpenInference	✓	✓	✓					✓		✓								✓	✓	✓			✓	✓	✓	✓	✓		✓
	Vertex AI	OTel Contrib			✓					✓												✓			✓	✓
		OpenLLMetry			✓					✓												✓			✓	✓
JavaScript	Anthropic	OpenLLMetry	✓	✓						✓				✓						✓		✓			✓	✓		✓	✓
	AWS Bedrock	OTel Contrib	✓		✓					✓										✓					✓	✓
	Azure OpenAI	OTel Contrib	✓		✓					✓		✓								✓	✓	✓			✓	✓	✓
		OpenLLMetry	✓	✓						✓										✓	✓	✓			✓	✓		✓	✓		✓
	Cohere	OpenLLMetry			✓					✓
	LangChain	OpenLLMetry	✓	✓						✓										✓		✓			✓	✓		✓	✓
	LlamaIndex	OpenLLMetry	✓	✓						✓							✓		✓	✓	✓	✓			✓	✓		✓	✓
	OpenAI	OTel Contrib	✓		✓					✓		✓								✓	✓	✓			✓	✓	✓
		OpenLLMetry	✓	✓						✓										✓	✓	✓			✓	✓		✓	✓		✓
	Vercel AI SDK	Native			✓					✓										✓	✓	✓			✓	✓
		OpenInference			✓					✓										✓	✓	✓			✓	✓
	Vertex AI	OpenLLMetry			✓					✓												✓
Java	AWS Bedrock	OTel Contrib	✓	✓						✓		✓								✓					✓	✓	✓
	OpenAI	OTel Contrib	✓	✓						✓										✓	✓	✓			✓	✓
C#	Azure OpenAI	Native	✓	✓						✓		✓									✓	✓			✓	✓	✓				✓
	Microsoft.Extensions.AI	Native	✓	✓						✓		✓									✓	✓			✓	✓	✓				✓
	Semantic Kernel	Native	✓		✓					✓		✓									✓				✓	✓	✓

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Embeddings Spans 14 instrumentations, 11 attributes

Lang	Library	Instrumentation	Required			Conditionally Required			Recommended
			gen_ai.operation.name	gen_ai.provider.name	gen_ai.system	error.type	gen_ai.request.model	server.port	gen_ai.embeddings.dimension.count	gen_ai.request.encoding_formats	gen_ai.response.model	gen_ai.usage.input_tokens	server.address
Python	AWS Bedrock	OpenLLMetry	✓	✓			✓					✓
	Azure OpenAI	OTel Contrib	✓		✓		✓	✓	✓		✓	✓	✓
		OpenLLMetry	✓	✓			✓				✓	✓
	Cohere	OTel Contrib			✓		✓
		OpenLLMetry			✓		✓
	LiteLLM	Native	✓		✓		✓				✓	✓
	Mistral AI	OpenInference	✓	✓			✓	✓			✓	✓	✓
		OpenLLMetry					✓	✓					✓
	OpenAI	OTel Contrib	✓		✓		✓	✓	✓		✓	✓	✓
		OpenLLMetry	✓	✓			✓				✓	✓
JavaScript	AWS Bedrock	OpenLLMetry	✓	✓			✓				✓	✓
	Azure OpenAI	OTel Contrib	✓		✓		✓	✓			✓	✓	✓
	OpenAI	OTel Contrib	✓		✓		✓	✓			✓	✓	✓
Java	OpenAI	OTel Contrib	✓	✓			✓			✓	✓	✓

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Execute Tool Spans 6 instrumentations, 8 attributes

Lang	Library	Instrumentation	Required	Conditionally Required	Recommended				Opt-In
			gen_ai.operation.name	error.type	gen_ai.tool.call.id	gen_ai.tool.description	gen_ai.tool.name	gen_ai.tool.type	gen_ai.tool.call.arguments	gen_ai.tool.call.result
Python	LangChain	OpenLLMetry	✓			✓	✓	✓	✓	✓
	OpenAI Agents	Native					✓
		OpenLLMetry					✓	✓
	Pydantic AI	Native			✓		✓
		OpenInference			✓		✓
C#	Semantic Kernel	Native	✓			✓	✓		✓	✓

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Client Operation Duration Metric 21 instrumentations, 6 attributes

Lang	Library	Instrumentation	Required	Conditionally Required			Recommended
			gen_ai.operation.name	error.type	gen_ai.request.model	server.port	gen_ai.response.model	server.address
Python	Anthropic	OTel Contrib					✓
		OpenLLMetry					✓
	AWS Bedrock	OpenLLMetry					✓
	Azure OpenAI	OTel Contrib	✓		✓	✓	✓	✓
		OpenLLMetry	✓				✓	✓
	Google GenAI	OTel Contrib	✓		✓
		OpenLLMetry					✓
	Groq	OpenLLMetry					✓
	LangChain	OTel Contrib					✓
		OpenLLMetry					✓
	LlamaIndex	OpenLLMetry	✓				✓	✓
	OpenAI	OTel Contrib	✓		✓	✓	✓	✓
		OpenLLMetry	✓				✓	✓
	OpenAI Agents	OTel Contrib	✓		✓	✓	✓	✓
JavaScript	AWS Bedrock	OTel Contrib	✓		✓
	Azure OpenAI	OTel Contrib	✓		✓	✓	✓	✓
	OpenAI	OTel Contrib	✓		✓	✓	✓	✓
Java	AWS Bedrock	OTel Contrib	✓		✓
	OpenAI	OTel Contrib	✓		✓		✓
C#	Azure OpenAI	Native	✓		✓	✓	✓	✓
	Microsoft.Extensions.AI	Native	✓		✓	✓	✓	✓

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Client Token Usage Metric 22 instrumentations, 6 attributes

Lang	Library	Instrumentation	Required		Conditionally Required		Recommended
			gen_ai.operation.name	gen_ai.token.type	gen_ai.request.model	server.port	gen_ai.response.model	server.address
Python	Anthropic	OTel Contrib		✓			✓
		OpenLLMetry		✓			✓
	AWS Bedrock	OpenLLMetry		✓			✓
	Azure OpenAI	OTel Contrib	✓	✓	✓	✓	✓	✓
		OpenLLMetry	✓	✓			✓	✓
	CrewAI	OpenLLMetry		✓			✓
	Google GenAI	OTel Contrib	✓	✓	✓
		OpenLLMetry		✓			✓
	Groq	OpenLLMetry		✓			✓
	LangChain	OTel Contrib		✓			✓
		OpenLLMetry		✓			✓
	LlamaIndex	OpenLLMetry	✓	✓			✓	✓
	OpenAI	OTel Contrib	✓	✓	✓	✓	✓	✓
		OpenLLMetry	✓	✓			✓	✓
	OpenAI Agents	OTel Contrib	✓	✓	✓	✓	✓	✓
JavaScript	AWS Bedrock	OTel Contrib	✓	✓	✓
	Azure OpenAI	OTel Contrib	✓	✓	✓	✓	✓	✓
	OpenAI	OTel Contrib	✓	✓	✓	✓	✓	✓
Java	AWS Bedrock	OTel Contrib	✓	✓	✓
	OpenAI	OTel Contrib	✓	✓	✓		✓
C#	Azure OpenAI	Native	✓	✓	✓	✓	✓	✓
	Microsoft.Extensions.AI	Native	✓	✓	✓	✓	✓	✓

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