LLM Benchmarks — Scores, Methodology & Live Rankings

What each benchmark measures, how models score, and the current rankings

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Most tested benchmarks

Ranked by how many models have tracked scores — open a benchmark for its full live ranking.

ExploitBench 8 models tested · latest result 07.11.2026 78% ExploitGym (6h) 8 models tested · latest result 07.11.2026 293 solved ExploitGym (2h) 7 models tested · latest result 28.08.2026 216 solved PhishNChips 2 models tested 79.6%

ExploitGym (2h)

Cybersecurity

ExploitGym exploitation benchmark, single-run Pass@1 on 869 tasks under a 2-hour timeout budget (API inference time rescaled by per-model TPS from Artificial...

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ExploitGym (6h)

Cybersecurity

ExploitGym exploitation benchmark, single-run Pass@1 on 869 tasks under a 6-hour timeout budget (API inference time rescaled by per-model TPS from Artificial...

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ExploitBench

Cybersecurity

Exploitation benchmark: average coverage score over 41 tasks across 3 revisions (union of capabilities across revisions per task), max 300 interaction rounds...

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PhishNChips

Cybersecurity

PhishNChips: phishing-detection benchmark, scored as accuracy on a 0-100 scale in Cloudflare's internal Decision Index 0.2.1 suite.

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