{"jtbd":{"id":"adversarial-red-team-evals","slug":"adversarial-red-team-evals","name":"Adversarial red-team evaluation suites","shortName":"Red-team evals","problemStatement":"Continuously attack prompts/agents with jailbreak corpora and safety suites before and after each release."},"pick":{"id":"promptfoo","slug":"promptfoo","name":"Promptfoo","tagline":"Default OSS eval harness. 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API: POST https://api.lakera.ai/v2/guard (OpenAI-style messages → flagged).","scores":{"capabilityFit":8.8,"pricePerformance":7.8,"latencyReliability":8.4,"developerDx":9,"privacyPosture":8.8,"lockInRisk":5.5,"maturity":8,"overall":8.22,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}}],"scoreBand":{"low":7.8,"mid":8.4,"high":9,"halfWidth":0.6,"basis":"editorial_prior","display":"7.8–9.0 (editorial prior)"},"scoreLayers":{"editorialPrior":8.36,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"whyPickOverHigherScore":{"pickId":"promptfoo","pickName":"Promptfoo","pickScore":8.36,"highestScoredCandidateId":"promptfoo","highestScoredCandidateName":"Promptfoo","highestScore":8.36,"pickHasLowerCompositeScore":false,"delta":0,"pickLeadsOnDimensions":[],"explanation":"Promptfoo (8.36) holds both the highest composite score among ranked candidates and the editorial pick for Adversarial red-team evaluation suites: Distinct from `continuous-eval-ci` (quality gates) — safety adversarial focus. 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