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About

How we rank & score
Head-to-head · LLM Evaluation & Testing

Promptfoo vs OpenAI Evals

Both are alternatives to Braintrust. Here's how they stack up — verified facts, no spin.

Also searched as OpenAI Evals vs Promptfoo — same comparison, one verdict.

94

Promptfoo

TOP PICK

Prompt regressions fail the build. Declarative evals that live in CI.

OPEN SOURCEMITSELF-HOSTLOCAL-FIRST

Promptfoo defines evaluations as YAML: your prompts, your test cases, your assertions, versioned in the repository next to the code they test. It runs from the CLI or in CI, compares outputs across models and prompt variants side by side, and fails the build when a change regresses. It also includes red-teaming for prompt injection and jailbreak testing. MIT licensed with no seat limits, which matters because everyone who edits a prompt should be running it.

85

OpenAI Evals

The original benchmark harness. Simple, standard, still useful.

OPEN SOURCEMITSELF-HOSTLOCAL-FIRST

OpenAI Evals is the framework and registry that popularised systematic LLM evaluation. It provides a standard harness for running benchmark-style evaluations and a public registry of existing ones, so comparing against a known suite is a command rather than a project. It is less actively developed than the others here and less suited to application-level regression testing, but for running or extending a standard benchmark it remains the shortest path. MIT licensed.

Side by side

 PromptfooOpenAI Evals
Sovereignty Score9485
Open sourceYesYes
Self-hostableYesYes
Local-firstYesYes
LicenseMITMIT
PricingFree and MIT, unlimited seats. An enterprise tier exists for larger organisations.Free, MIT. You pay for whatever model API the evals call.
The verdict

Promptfoo is Macrostack's recommended Braintrust alternative, so it's our pick here.

Promptfoo

Strengths

  • +Evals live in your repo and run in CI — a regression blocks the merge
  • +Side-by-side model and prompt comparison out of the box
  • +Includes red-teaming for injection and jailbreak testing
  • +MIT, no seat limits, nothing leaves your infrastructure by default

Trade-offs

  • YAML configuration gets long on large test suites
  • Reporting UI is lighter than a hosted platform's
  • Trace history is yours to store and manage

OpenAI Evals

Strengths

  • +Large registry of existing benchmark evaluations
  • +Simple, well-understood format that many teams already know
  • +Straightforward to extend with your own cases
  • +MIT licensed

Trade-offs

  • Development pace has slowed relative to the alternatives
  • Oriented to benchmarks, not application regression testing
  • Weaker RAG and agent evaluation support than the others
See all 5 Braintrust alternatives →

Related alternative guides

Facts verified 2026-08-11. Licenses and pricing change — spotted something out of date? That's a correction we want.

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