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Weights & Biases vs Langfuse

Weights & BiasesLangfuse

Bottom line: Weights & Biases for mL and AI teams needing mature experiment tracking; Langfuse for teams wanting open-source LLM observability.

The AI developer platform for experiment tracking and LLMOps.

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Open-source LLM observability and evaluation

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Votes00
PricingFreemiumFreemium
CategoryCodingCoding
Tags
mlopsllmopsexperiment-trackingllm-observabilityevaluation
llm-observabilityopen-sourcetracingevaluationprompt-management
Best for
  • ML and AI teams needing mature experiment tracking
  • Teams shipping LLM apps that need tracing and evaluation
  • Research groups and enterprises with existing W&B workflows
  • Teams wanting open-source LLM observability
  • Data-sensitive teams needing self-hosting
  • Prompt and evaluation workflows
Pros
  • Industry-standard, mature experiment tracking with a large user base
  • Weave gives low-friction LLM tracing with one decorator plus rich evals
  • Covers both classic ML and modern LLMOps in one ecosystem
  • Pre-built safety and quality scorers and guardrails out of the box
  • Genuinely useful free tier for individuals and a strong academic program
  • Open source with nearly all features MIT-licensed
  • Self-host the full product free, no seat or usage caps
  • Framework-agnostic (works with or without LangChain)
  • Strong tracing, prompt management, and evaluation
  • Managed cloud with a free tier available
Cons
  • Non-commercial restriction on the free tier limits business use
  • New 2026 usage-metered billing makes costs harder to predict
  • A team-size threshold pushes growing teams into custom Enterprise quickly
  • Enterprise seat pricing is high per third-party estimates
  • Only the Weave SDK is open source; the backend is proprietary and SaaS-first
  • Self-hosting still requires running infrastructure
  • Enterprise compliance features are commercial
  • Cloud Pro tier jumps significantly in price
  • Focused on observability, not app building
  • Analytics depth may need tuning for large scale

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