AgentOps vs Langfuse
On the evidence we track, Langfuse leads this comparison with a composite score of 66/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.
Capabilities
Feature-by-feature on the axes that matter for llm observability. “-” means undocumented, not absent.
What each one is
The product in its own terms, so the numbers below have context.
AgentOps
A developer platform providing observability, debugging, and performance tracking for AI agents and language model applications across multiple frameworks and 400+ LLM providers.
Langfuse
LeaderA comprehensive observability and development platform that combines tracing, prompt management, evaluation, and experimentation, enabling teams to understand LLM behavior in production and ship improved applications with confidence
Pricing
List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.
AgentOps
Free tier for up to 5,000 events; Pro from $40/month
- BasicFree
- Agent Agnostic SDK
- LLM Cost Tracking (400+ LLMs)
- Replay Analytics
- ProFrom $40/month
- Unlimited event limit
- Unlimited log retention
- Session and event export
- Dedicated Slack and email support
- Role-based permissioning
- EnterpriseContact sales
- SLA
- Slack Connect
- Custom SSO
- On-premise deployment
- Custom data retention policy
- +4 more
Langfuse
LeaderMultiple tiers available; specific pricing not shown in provided text
- HobbyFree
- Core-
- Enterprise-
Platform & deployment
Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.
Integrations
What each product connects to. Counts come from the vendor's own integration directory where one exists.
- CrewAI
- Langchain
- Cohere
- LiteLLM
- LlamaIndex
AgentOps
- AG2 (AutoGen)
- Agno
- LangGraph
- OpenAI Agents SDK
- Llama Stack
- CamelAI
- AG2
- CAMEL
Langfuse
Leader- Vercel AI SDK
- Pydantic AI
- Google ADK
- LiveKit
- Haystack
- OpenAI
- Anthropic
- Amazon Bedrock
- Azure OpenAI
- Mistral AI
- Google Gemini
- xAI
- vLLM
- Groq
- OpenAI SDK
- Elasticsearch
- OpenSearch
- Hugging Face
- OpenTelemetry
AgentOps or Langfuse: which one depends on you
A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.
Free to run, no account needed to start. How the evaluation works
Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.