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Braintrust vs Promptfoo

A side-by-side comparison of Braintrust and Promptfoo, 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

Promptfoo

Eval

LLM eval CLI with rubric scoring and golden sets.

View Promptfoo

At a glance

Feature comparison of Braintrust and Promptfoo
AttributeBraintrustPromptfoo
CategoryEvalEval
Pricing (differs)FREEMIUMFREE
License (differs)ProprietaryOpen source
Deployment (differs)Cloud
Platforms (differs)Web, APICLI, macOS, Windows, Linux
Model supportBYO key / modelBYO key / model
Vendor (differs)BraintrustPromptfoo

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

Promptfoo

Define evals in plain YAML and run one goldset across models in CI — a prompt regression fails the build like any other test.

  • YAML-driven, version-controllable evals
  • Runs in CI, model-agnostic
  • Goldsets and rubric scoring
  • Also does red-teaming/security scans
  • CLI-first, less of a hosted UI
  • Teams may want managed dashboards
  • Config sprawl on large eval suites