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Our Secure Future WPS AI Leaderboard — A project of Our Secure Future, a PAX sapiens program
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WPS AI Leaderboard
Leaderboard

How AI systems handle Women, Peace and Security

See how leading AI models compare on an expert-validated Women, Peace and Security benchmark. For why WPS matters to AI systems and how the benchmark is built, see The Benchmark.

AI is no substitute for a human WPS advisor or for direct consultation with women on the ground, and should not be used for unsupervised warfare decision-making. This benchmark measures relative performance among AI systems — it is not a fitness-for-deployment certification.

Leaderboard

A ranked list of AI systems, scored on the same test and sorted by performance.

0.75 and above — strong 0.60–0.74 — meets threshold Below 0.60 — fails threshold
Scores 0.00–1.00 · 0.60 pass threshold

Our own systems are included and labelled. They are scored on the identical scenarios, criteria, and judge panel as every bare general-purpose model here, and successive builds are shown together so the effect of purpose-built scaffolding is visible on the same test.

# System Details
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Gender / WPS integration by prompt tier
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The fall from cued to sparse prompts is the WPS Competence Gap — how much of a system's WPS performance depends on being told to look for it. See The Benchmark.

Scores are macro-averages (equal weight per prompt tier) across three independent AI judges. Differences under roughly 0.10–0.15 should be read as directional, not definitive — see the Methodology page for judge-agreement caveats by run. Full per-criterion definitions are on the WPS AI Benchmark page.

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The full scenario set, scoring criteria, and methodology — for researchers, developers, and compliance tooling.
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