| FrontierCode Leaderboard | ✓ Link | 54.64 | 59.6 | Claude Opus 5.5 (Claude Code) | 2026-09-22 |
| FrontierCode Leaderboard | ✓ Link | 53.48 | 58.85 | Claude Fable 5 (Claude Code) | 2026-06-09 |
| FrontierCode Leaderboard | ✓ Link | 53.38 | 58.85 | Claude Opus 5 (Claude Code) | 2026-07-24 |
| FrontierCode Leaderboard | ✓ Link | 53.26 | 58.75 | GPT-6 Astra (Codex) | 2026-09-03 |
| FrontierCode Leaderboard | ✓ Link | 52.09 | 57.2 | Claude Sonnet 5.5 (Claude Code) | 2026-09-28 |
| FrontierCode Leaderboard | | 50.91 | 55.45 | Claude Fable 5.1 (Claude Code) | 2026-09-01 |
| FrontierCode Leaderboard | | 50.23 | 55.8 | GPT-6.1 Sol (Codex) | 2026-09-29 |
| FrontierCode Leaderboard | | 50.0 | 55.47 | SWE-2 (devin) | 2026-09-10 |
| FrontierCode Leaderboard | | 49.27 | 54.3 | GPT-6 Sol (Codex) | 2026-09-22 |
| FrontierCode Leaderboard | | 48.01 | 53.15 | Grok 4.6 (Grok Build) | 2026-08-12 |
| FrontierCode Leaderboard | | 47.59 | 53.1 | Grok 4.7 (Grok Build) | 2026-09-21 |
| FrontierCode Leaderboard | ✓ Link | 47.55 | 52.8 | Gemini 4 Argon (Chisel) | 2026-09-30 |
| FrontierCode Leaderboard | ✓ Link | 47.49 | 52.91 | GPT-5.6 Sol (Codex) | 2026-07-09 |
| FrontierCode Leaderboard | | 46.5 | 51.65 | Claude Opus 4.8 (Claude Code) | 2026-05-28 |
| Introducing Claude Haiku 5.5 | | 46.4 | | Claude Haiku 5.5 (max effort) (Claude Code) | 2026-10-07 |
| FrontierCode Leaderboard | | 46.36 | 51.65 | Claude Haiku 5.5 (Claude Code) | 2026-10-07 |
| FrontierCode Leaderboard | ✓ Link | 44.17 | 48.91 | Kimi K3 (MiniSWE-Agent) | 2026-07-27 |
| FrontierCode Leaderboard | ✓ Link | 43.87 | 48.63 | DeepSeek V4.1 Flash (Chisel) | 2026-09-17 |
| FrontierCode Leaderboard | ✓ Link | 43.59 | 48.9 | Gemini 3.7 Flash (Chisel) | 2026-08-13 |
| FrontierCode Leaderboard | | 42.96 | 48.24 | GPT-5.5 (Codex) | 2026-04-23 |
| FrontierCode Leaderboard | | 42.73 | 47.59 | Claude Sonnet 5 (Claude Code) | 2026-06-30 |
| FrontierCode Leaderboard | | 42.44 | 47.2 | Grok 4.5 (Grok Build) | 2026-07-08 |
| FrontierCode Leaderboard | | 42.42 | 47.8 | GPT-6 Luna (Codex) | 2026-09-22 |
| FrontierCode Leaderboard | | 41.99 | 47.4 | SWE-1.7 (Chisel) | 2026-07-08 |
| FrontierCode Leaderboard | ✓ Link | 41.31 | 46.32 | GPT-5.6 Terra (Codex) | 2026-07-09 |
| FrontierCode Leaderboard | ✓ Link | 41.19 | 46.73 | Gemini 3.8 Flash (Chisel) | 2026-09-02 |
| FrontierCode Leaderboard | ✓ Link | 40.14 | 44.7 | GLM 5.3 (Chisel) | 2026-08-14 |
| FrontierCode Leaderboard | ✓ Link | 39.81 | 44.74 | GPT-5.6 Luna (Codex) | 2026-07-09 |
| FrontierCode Leaderboard | | 39.43 | 43.5 | Mistral Large 4 (Preview) (Chisel) | 2026-10-06 |
| FrontierCode Leaderboard | | 38.54 | 42.83 | Claude Opus 4.7 (Claude Code) | 2026-04-16 |
| FrontierCode Leaderboard | | 34.37 | 38.9 | Gemini 3.6 Flash (Chisel) | 2026-07-21 |
| FrontierCode Leaderboard | ✓ Link | 31.83 | 35.67 | GLM 5.3 Flash (Chisel) | 2026-08-26 |
| FrontierCode Leaderboard | | 30.06 | 33.6 | Kimi K2.7 (MiniSWE-Agent) | 2026-06-11 |
| FrontierCode Leaderboard | ✓ Link | 28.55 | 31.8 | DeepSeek V4 Pro 0813 (Chisel) | 2026-04-26 |
| FrontierCode Leaderboard | | 27.04 | 30.8 | GPT-5.4-mini (Codex) | 2026-03-17 |
| FrontierCode Leaderboard | | 26.64 | 29.7 | Claude Opus 4.6 (Claude Code) | 2026-02-05 |
| FrontierCode Leaderboard | | 25.64 | 29.34 | Composer 2.5 (Cursor CLI) | 2026-03-25 |
| FrontierCode Leaderboard | ✓ Link | 24.5 | 27.4 | GLM 5.2 (MiniSWE-Agent) | 2026-06-16 |
| FrontierCode Leaderboard | | 24.31 | 27.5 | Claude Sonnet 4.6 (Claude Code) | 2026-02-17 |
| FrontierCode Leaderboard | ✓ Link | 18.8 | 21.08 | DeepSeek V4 Flash 0731 (Chisel) | 2026-04-26 |
| FrontierCode Leaderboard | ✓ Link | 17.64 | 20.0 | DeepSeek V4 Pro (MiniSWE-Agent) | 2026-04-26 |
| FrontierCode Leaderboard | ✓ Link | 14.7 | 16.64 | MiniMax M3 (MiniSWE-Agent) | 2026-05-31 |
| FrontierCode Leaderboard | ✓ Link | 14.0 | 15.9 | Inkling (MiniSWE-Agent) | 2026-07-15 |
| FrontierCode Leaderboard | ✓ Link | 13.61 | 15.4 | Nemotron 3 Ultra (Chisel) | 2026-06-03 |
| FrontierCode Leaderboard | | 10.2 | 11.46 | Qwen 3.7 Plus (MiniSWE-Agent) | 2026-06-02 |
| FrontierCode Leaderboard | | 9.39 | 10.45 | SWE-1.6 (Chisel) | 2026-04-07 |
| FrontierCode Leaderboard | | 8.0 | 9.0 | Mistral 3.5 Medium (Chisel) | 2026-04-28 |