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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)
| Model | Score | Source |
|---|
| Claude Sonnet 5.5 | 100.0 | VulcanBench Frontier v4 leaderboard: Sonnet 5.5 (Claude Code, max) · Morgan Linton / VulcanBench |
| GPT-5.6 Terra | 100.0 | VulcanBench Frontier v4 leaderboard: GPT-5.6 Terra (Codex, max) · Morgan Linton / VulcanBench |
| GPT-6.1 Sol | 100.0 | VulcanBench Frontier v4 leaderboard: GPT-6.1 Sol (Codex, high) · Morgan Linton / VulcanBench |
| GPT-6.1 Terra | 100.0 | VulcanBench Frontier v4 leaderboard: GPT-6.1 Terra (Codex, max) · Morgan Linton / VulcanBench |
| GPT-6 Astra | 100.0 | VulcanBench Frontier v4 leaderboard: GPT-6 Astra (Codex, high) · Morgan Linton / VulcanBench |
| Grok 4.7 | 100.0 | VulcanBench Frontier v4 leaderboard: Grok 4.7 (Cursor, extra-high) · Morgan Linton / VulcanBench |
| Claude Haiku 5.5 | 95.7 | VulcanBench Frontier v4 leaderboard: Haiku 5.5 (Claude Code, max) · Morgan Linton / VulcanBench |
| GPT-5.6 Sol | 95.5 | VulcanBench Frontier v4 leaderboard: GPT-5.6 Sol (Codex, max) · Morgan Linton / VulcanBench |
| DeepSeek V4.1 Flash 1017 | 91.3 | VulcanBench Frontier v4 leaderboard: DeepSeek V4.1 Flash (DeepSeek Harness 0.2.1-rc.2, low) · Morgan Linton / VulcanBench |
| Muse Wonder Full | 91.3 | VulcanBench Frontier v4 leaderboard: Muse Wonder Full (Muse Code, medium) · Morgan Linton / VulcanBench |
| GPT-5.6 Luna | 82.6 | VulcanBench Frontier v4 leaderboard: GPT-5.6 Luna (Codex, max) · Morgan Linton / VulcanBench |
| GPT-6 Sol | 82.6 | VulcanBench Frontier v4 leaderboard: GPT-6 Sol (Codex, max) · Morgan Linton / VulcanBench |
| Claude Opus 5.5 | 73.9 | VulcanBench Frontier v4 leaderboard: Opus 5.5 (Claude Code, low) · Morgan Linton / VulcanBench |
| GPT-6 Luna | 52.2 | VulcanBench Frontier v4 leaderboard: GPT-6 Luna (Codex, max) · Morgan Linton / VulcanBench |
| GPT-5.5 | 47.8 | VulcanBench Frontier v4 leaderboard: GPT-5.5 (Codex, extra-high) · Morgan Linton / VulcanBench |
| Beam 1.0 501B A23B | 26.1 | VulcanBench Frontier v4 leaderboard: Reflection Beam (Mirror CLI 0.1.1, max) · Morgan Linton / VulcanBench |