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Braintrust vs Inspect AI

A side-by-side comparison of Braintrust and Inspect AI, two Eval tools, drawn from Ignaite's continuously-verified listings.

Compared from listings verified as of

Braintrust

Eval

Hosted eval + tracing platform for LLM apps.

View Braintrust

Inspect AI

Eval

Open-source Python framework for large language model evaluations.

View Inspect AI

At a glance

Feature comparison of Braintrust and Inspect AI
AttributeBraintrustInspect AI
CategoryEvalEval
Pricing (differs)FREEMIUMFREE
License (differs)ProprietaryOpen source
Deployment (differs)Cloud
Platforms (differs)Web, APICLI, API
Model supportBYO key / modelBYO key / model
Vendor (differs)BraintrustUK AI Security Institute

The honest brief

Braintrust

Eval-first: prompts are versioned objects and CI scorers block a merge when quality regresses.

  • Eval workflow as the primary interface
  • CI scorers block merges on regression
  • Dataset versioning + OTel tracing
  • Generous free tier
  • Closed-source SaaS
  • Self-hosting needs Enterprise contract
  • Overkill for tiny single-file eval needs

Inspect AI

Built by the UK AI Security Institute and adopted by Anthropic, DeepMind, METR, and Apollo as a shared eval framework; MIT.

  • Adopted across major safety labs
  • Composable datasets/solvers/scorers
  • 200+ prebuilt evals (inspect_evals)
  • Sandboxed tool + multi-turn agent runs
  • MIT-licensed, provider-agnostic
  • Python/code framework, not a UI product
  • Steeper than no-code eval tools
  • You wire up your own model keys