AI 评测与排行榜,分别告诉你什么
分清评测基准、一次评测运行与排行榜,用它们回答各自适合的问题。
Model reports
Pass-rate results are model-scaffold measurements over the 97 released tasks with one trajectory per system-task pair, so a reported percentage is not a model-only number and does not estimate reliability beyond this release or under a different scaffold.
本站保留来源报告的结果,不代表独立复测。请先核对任务版本、评测协议、分数单位和报告日期;不同运行条件不能直接合并为统一排名。
按来源中的观察顺序展示,顺序不代表排名。日期保留原始精度。
| 模型 | 数值 | 单位 | 协议 | 报告日期与口径 | 来源 |
|---|---|---|---|---|---|
| Apodex 1.1 | 10.3 | percent | 97 released tasks; one trajectory per system-task pair; pass = native Score >= 99.9; agent scaffold: Claude Code | 2026-08-25 · document_publication | FrontierChallenge leaderboard |
| Claude Opus 5 | 17.5 | percent | 97 released tasks; one trajectory per system-task pair; pass = native Score >= 99.9; agent scaffold: Claude Code | 2026-08-25 · document_publication | FrontierChallenge leaderboard |
| DeepSeek V4 Flash-0731 | 12.4 | percent | 97 released tasks; one trajectory per system-task pair; pass = native Score >= 99.9; agent scaffold: Claude Code | 2026-08-25 · document_publication | FrontierChallenge leaderboard |
| DeepSeek V4 Pro-0813 | 13.4 | percent | 97 released tasks; one trajectory per system-task pair; pass = native Score >= 99.9; agent scaffold: Claude Code | 2026-08-25 · document_publication | FrontierChallenge leaderboard |
| GLM-5.2 | 3.1 | percent | 97 released tasks; one trajectory per system-task pair; pass = native Score >= 99.9; agent scaffold: Claude Code | 2026-08-25 · document_publication | FrontierChallenge leaderboard |
| Gemini 3.7 Flash | 10.3 | percent | 97 released tasks; one trajectory per system-task pair; pass = native Score >= 99.9; agent scaffold: Claude Code | 2026-08-25 · document_publication | FrontierChallenge leaderboard |
| Grok 4.6 | 20.6 | percent | 97 released tasks; one trajectory per system-task pair; pass = native Score >= 99.9; agent scaffold: Claude Code | 2026-08-25 · document_publication | FrontierChallenge leaderboard |
| Kimi K3 | 17.5 | percent | 97 released tasks; one trajectory per system-task pair; pass = native Score >= 99.9; agent scaffold: Claude Code | 2026-08-25 · document_publication | FrontierChallenge leaderboard |
| Qwen 3.8 Max | 15.5 | percent | 97 released tasks; one trajectory per system-task pair; pass = native Score >= 99.9; agent scaffold: Claude Code | 2026-08-25 · document_publication | FrontierChallenge leaderboard |
| Qwen3.5-397B-A17B | 4.1 | percent | 97 released tasks; one trajectory per system-task pair; pass = native Score >= 99.9; agent scaffold: Claude Code | 2026-08-25 · document_publication | FrontierChallenge leaderboard |
| GPT-5.6 Sol | 20.6 | percent | 97 released tasks; one trajectory per system-task pair; pass = native Score >= 99.9; agent scaffold: Codex | 2026-08-25 · document_publication | FrontierChallenge leaderboard |
| GPT-5.6 Terra (max) | 15.5 | percent | 97 released tasks; one trajectory per system-task pair; pass = native Score >= 99.9; agent scaffold: Codex | 2026-08-25 · document_publication | FrontierChallenge leaderboard |
| Apodex 1.1 | 12.4 | percent | 97 released tasks; one trajectory per system-task pair; pass = native Score >= 99.9; agent scaffold: Frontier Agent (Agent Team) | 2026-08-25 · document_publication | FrontierChallenge leaderboard |