shouldiuse.io

Comparison

Braintrust vs Langfuse: Open Source Agent Evals & Observability

Braintrust and Langfuse: Open Source Agent Evals & Observability both land on Depends.

Braintrust versus Langfuse: Open Source Agent Evals & Observability
CompareBraintrustLangfuse: Open Source Agent Evals & Observability
VerdictDependsDepends
Best forTeams shipping LLM agents in productionTeams shipping LLM apps to production
Who it's not forPre-production or hobby projects . eval tooling is prematureTeams not building LLM-powered products
PrivacyConfirmed breach: May 2026 AWS incident exposed customer AI provider API keys; every customer was told to rotate credentials.¹No known public vulnerabilities found in the sources reviewed.10
Support qualityNo credible support evidence found.No support-quality evidence found
Public sentimentIndependent reviews of this specific product are sparse, and much online 'Braintrust' feedback actually targets a similarly named recruiting marketplace, so sentiment is murky.No independent user reviews surfaced in reviewed sources; all claims are vendor-published adoption and feature statements.
Biggest gotcha2026 AWS breach exposed customer AI provider API keys; all customers had to rotate credentials.¹Free tier caps at 50k observations/month; high-volume agents outgrow it fast, costs scale with volume

Pick Braintrust when

  • Teams shipping LLM agents in production
  • AI platform engineering orgs
  • Regulated teams needing hybrid data residency
  • Teams consolidating tracing and evals

When Braintrust is not a fit

  • Pre-production or hobby projects . eval tooling is premature
  • Tiny teams; a self-hosted open-source tool is simpler
  • Orgs unwilling to hand model API keys to a vendor post-breach
  • Non-AI products . zero fit

Pick Langfuse: Open Source Agent Evals & Observability when

  • Teams shipping LLM apps to production
  • Agent debugging and eval workflows
  • LLM cost and latency tracking
  • Regulated teams needing HIPAA-ready hosting

When Langfuse: Open Source Agent Evals & Observability is not a fit

  • Teams not building LLM-powered products
  • Anyone wanting plug-and-play without code changes
  • Buyers needing published paid-tier pricing upfront
  • Small projects fine with plain log files

Sources

  1. security
  2. security
  3. Braintrust Pricingbraintrust.dev
    official
  4. review
  5. news
  6. official
  7. official
  8. security
  9. Langfuse homepagelangfuse.com
    official
  10. security