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VulcanBench Frontier v4 (functional pass@1)

Code

The share of VulcanBench Frontier v4's 23 behavioural-reconstruction tasks that a configuration fully solves in its single run, in percent. A task counts only when its functional score from the deterministic hidden tests captured from the legacy binary is 1.0, and a regression-test failure gates the functional score to zero. No model judges this metric, so it does not depend on the Code quality panel. The denominator is the tasks scored, which is 23 unless a run has no published result.

Benchmark source: Vulcanbench

Top models (higher is better)

ModelScoreSource
Claude Sonnet 5.5100.0VulcanBench Frontier v4 leaderboard: Sonnet 5.5 (Claude Code, max) · Morgan Linton / VulcanBench
GPT-5.6 Terra100.0VulcanBench Frontier v4 leaderboard: GPT-5.6 Terra (Codex, max) · Morgan Linton / VulcanBench
GPT-6.1 Sol100.0VulcanBench Frontier v4 leaderboard: GPT-6.1 Sol (Codex, high) · Morgan Linton / VulcanBench
GPT-6.1 Terra100.0VulcanBench Frontier v4 leaderboard: GPT-6.1 Terra (Codex, max) · Morgan Linton / VulcanBench
GPT-6 Astra100.0VulcanBench Frontier v4 leaderboard: GPT-6 Astra (Codex, high) · Morgan Linton / VulcanBench
Grok 4.7100.0VulcanBench Frontier v4 leaderboard: Grok 4.7 (Cursor, extra-high) · Morgan Linton / VulcanBench
Claude Haiku 5.595.7VulcanBench Frontier v4 leaderboard: Haiku 5.5 (Claude Code, max) · Morgan Linton / VulcanBench
GPT-5.6 Sol95.5VulcanBench Frontier v4 leaderboard: GPT-5.6 Sol (Codex, max) · Morgan Linton / VulcanBench
DeepSeek V4.1 Flash 101791.3VulcanBench Frontier v4 leaderboard: DeepSeek V4.1 Flash (DeepSeek Harness 0.2.1-rc.2, low) · Morgan Linton / VulcanBench
Muse Wonder Full91.3VulcanBench Frontier v4 leaderboard: Muse Wonder Full (Muse Code, medium) · Morgan Linton / VulcanBench
GPT-5.6 Luna82.6VulcanBench Frontier v4 leaderboard: GPT-5.6 Luna (Codex, max) · Morgan Linton / VulcanBench
GPT-6 Sol82.6VulcanBench Frontier v4 leaderboard: GPT-6 Sol (Codex, max) · Morgan Linton / VulcanBench
Claude Opus 5.573.9VulcanBench Frontier v4 leaderboard: Opus 5.5 (Claude Code, low) · Morgan Linton / VulcanBench
GPT-6 Luna52.2VulcanBench Frontier v4 leaderboard: GPT-6 Luna (Codex, max) · Morgan Linton / VulcanBench
GPT-5.547.8VulcanBench Frontier v4 leaderboard: GPT-5.5 (Codex, extra-high) · Morgan Linton / VulcanBench
Beam 1.0 501B A23B26.1VulcanBench Frontier v4 leaderboard: Reflection Beam (Mirror CLI 0.1.1, max) · Morgan Linton / VulcanBench
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