Arize AI vs Langfuse
No clear leader: Langfuse (66.4) and Arize AI (61.7) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.
Capabilities
Feature-by-feature on the axes that matter for mlops & llmops tools. “-” means undocumented, not absent.
What each one is
The product in its own terms, so the numbers below have context.
Arize AI
Enables development teams to trace LLM application execution, run automated assessments, investigate failures, and iteratively refine AI agents and systems. Offered in two forms: an open-source self-hosted option and a managed cloud service supporting deployment across major cloud providers and on-premise infrastructure.
Langfuse
A 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.
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.
- OpenAI
- Anthropic
- Azure OpenAI
- LiteLLM
- Vercel AI SDK
- CrewAI
- LlamaIndex
- OpenTelemetry
- LangChain
Arize AI
- AWS Bedrock
- Vertex AI
- Google GenAI
- NVIDIA NIM
- Gemini
- OpenRouter
- Claude Code
- Cursor
- OpenCode
- LangGraph
- Mastra
- DSPy
- OpenAI Agents SDK
- Claude Agent SDK
- BigQuery
- Databricks
- Snowflake
- Google Vertex AI
- Google Cloud
- AWS
- Azure
- OpenLLMetry
- Claude SDK
- OpenInference
Langfuse
- Pydantic AI
- Google ADK
- LiveKit
- Haystack
- Amazon Bedrock
- Mistral AI
- Google Gemini
- xAI
- vLLM
- Groq
- OpenAI SDK
- Cohere
- Elasticsearch
- OpenSearch
- Hugging Face
Arize AI 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.