Project / Trace & Evidence

promptfoo

Configurable evaluations and red-team tests for models and agent applications.

UsableEvidence reviewed
THE EDITORIAL ASSESSMENT

Where it stands.

A documented CLI and library for repeatable, workload-specific evaluation. The quality of assertions and test coverage determines what passing results mean.

A desk review of published evidence. We have not benchmarked or audited this software.

Behind the verdict.

Adoption signals

The repository reports usage by OpenAI and Anthropic. This is publisher-reported evidence, not an independently measured market share.

Developer experience

Declarative test configurations, a CLI, output comparisons and CI/CD integration.

Maintenance

Public repository and release links are available. Release cadence and support responsiveness were not audited.

Compatibility & access

Node-based CLI/library with multiple and custom model providers. MIT core; provider usage and hosted/enterprise features have separate terms.

CONSTRAINTS & INTEGRATION WORK

What to watch for.

  • A passing suite measures its configured cases rather than universal reliability.
  • Model-graded assertions add judge-model cost and potential bias.

These are documented constraints or editorial implications of the architecture, not an exhaustive defect list.

PRIMARY SOURCES / Oct 14, 2026

Follow the evidence.

01

Evaluation & CI documentation

Explains test configurations, assertions, custom providers, CLI/library and CI usage.

www.promptfoo.dev
02

Repository & reported usage

Public implementation, license and publisher-reported organizational usage.

github.com
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