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Langfuse vs CometAPI

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Langfuse compared with CometAPI
DetailLangfuseCometAPI
What it doesOpen Source Agent Evals & Observability One API Access 500+ AI Models
StageEstablished Growing
FoundedNot given Not given
Based inDE HK
Pricing modelfreemium usage-based
PricingNot given Per-token billing for text models and per-image/second for media models, with all models priced 20% below official provider rates. Free trial with test credits, no credit card required. Credits roll over indefinitely.
Key features
  • Hierarchical traces capture every LLM call, tool invocation, and retrieval step
  • LLM-as-a-judge, heuristic functions, or human review evaluations
  • Prompt management with one-click deployments and rollbacks
  • Playground to test prompts on real production inputs and compare models
  • Experiments with test cases and side-by-side comparison
  • Human annotation and collaborative human-in-the-loop workflows
  • Cost and latency monitoring with dashboards and alerts
  • REST APIs and Query SDK for data access
  • Langfuse Assistant to automate the AI engineering loop
  • OpenAI-compatible API
  • Unified billing and credentials
  • Real-time usage analytics
  • Budget alerts and cost control
  • Model comparison tools
  • Playground for testing
  • Enterprise-grade security
  • 99.9% service uptime
  • Sub-400ms average latency
What makes it different
  • MIT licensed open source platform with no data lock-in
  • Enterprise scale architecture handling billions of monthly events
  • Works with any language and framework with no framework lock-in
  • Async by default so tracing never blocks your application
  • 20-40% lower pricing than direct provider rates
  • Single API key replaces multiple vendor accounts
  • Zero vendor lock-in with instant model switching
  • No code refactoring required
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)79 no change since last check61 no change since last check
Trust Flow (Majestic)3522
Citation Flow (Majestic)5448
Referring domains (Majestic)61143913

6 details filled in for both companies.

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