| SWE-Marathon Leaderboard | | 53.12 | Muse Wonder Full (max) (Muse Code) | 2026-10-12 |
| SWE-Marathon Leaderboard | | 52.5 | Muse Wonder (max) (Muse Code) | 2026-10-12 |
| SWE-Marathon Leaderboard | ✓ Link | 51.25 | Claude Sonnet 5.5 (max) (Claude Code) | 2026-09-28 |
| SWE-Marathon Leaderboard | ✓ Link | 50.0 | Claude Opus 5 (max) (Claude Code) | 2026-07-24 |
| SWE-Marathon Leaderboard | | 50.0 | Claude Haiku 5.5 (max) (Claude Code) | 2026-10-07 |
| SWE-Marathon Leaderboard | | 48.75 | Claude Opus 4.8 (Claude Code) | 2026-05-28 |
| SWE-Marathon Leaderboard | ✓ Link | 48.13 | Kimi K3 (Claude Code) | 2026-07-27 |
| SWE-Marathon Leaderboard | ✓ Link | 46.25 | Claude Opus 5.5 (max) (Claude Code) | 2026-09-22 |
| SWE-Marathon Leaderboard | | 45.62 | Claude Fable 5.1 (max) (Claude Code) | 2026-09-01 |
| SWE-Marathon Leaderboard | | 45.62 | Grok 4.7 (high) (Grok Build) | 2026-09-21 |
| SWE-Marathon Leaderboard | | 43.12 | GPT-6 Sol (max) (Codex) | 2026-09-22 |
| SWE-Marathon Leaderboard | ✓ Link | 42.5 | GPT-5.6 Sol (max) (Codex) | 2026-07-09 |
| SWE-Marathon Leaderboard | ✓ Link | 42.5 | GLM-5.3 (max) (Claude Code) | 2026-08-14 |
| SWE-Marathon Leaderboard | ✓ Link | 42.5 | GPT-6 Astra (max) (Codex) | 2026-09-03 |
| SWE-Marathon Leaderboard | | 42.5 | GPT-6.1 Sol (max) (Codex) | 2026-09-29 |
| SWE-Marathon Leaderboard | ✓ Link | 38.75 | GLM-5.3-Flash (max) (Claude Code) | 2026-08-26 |
| SWE-Marathon Leaderboard | ✓ Link | 32.5 | GPT-5.6 Terra (max) (Codex) | 2026-07-09 |
| SWE-Marathon Leaderboard | | 31.88 | Grok 4.6 (high) (Grok Build) | 2026-08-12 |
| SWE-Marathon Leaderboard | | 30.62 | Muse Spark 1.3 (xhigh) (Muse Code) | 2026-09-02 |
| SWE-Marathon Leaderboard | | 30.0 | Claude Sonnet 5 (max) (Claude Code) | 2026-06-30 |
| SWE-Marathon Leaderboard | | 29.38 | Grok 4.5 (Grok Build) | 2026-07-08 |
| SWE-Marathon Leaderboard | | 28.12 | GPT-6 Luna (max) (Codex) | 2026-09-22 |
| SWE-Marathon Leaderboard | ✓ Link | 24.38 | GPT-5.6 Luna (max) (Codex) | 2026-07-09 |
| SWE-Marathon Leaderboard | ✓ Link | 22.5 | Gemini 3.7 Flash (OpenCode) | 2026-08-13 |
| SWE-Marathon Leaderboard | ✓ Link | 19.38 | GLM-5.2 (Claude Code) | 2026-06-16 |
| SWE-Marathon Leaderboard | ✓ Link | 10.63 | DeepSeek V4 Pro (MiniSWE-Agent) | 2026-04-26 |