| rank_mini_14,rank_full_90,rank_delta,agent,mini_14,full_90,tasks_attempted | |
| 1,1,0,vix (claude-opus-4-7),1.0,0.9971,85 | |
| 2,3,-1,logos-latest (claude-opus-4.7),0.9846,0.8967,86 | |
| 3,2,1,LemonHarness_GPT-5.3-CodeX (),0.9231,0.8981,88 | |
| 4,9,-5,pilot-real (claude-opus-4-6),0.9143,0.8315,89 | |
| 5,5,0,Forge (GPT-5.4),0.8571,0.861,86 | |
| 6,7,-1,NexAU-AHE (gpt-5.5),0.8571,0.8517,89 | |
| 7,8,-1,CodeBrain-1.5 (GPT-5.3-Codex),0.8429,0.8494,87 | |
| 8,6,2,Capy (GPT-5.5),0.8286,0.8545,88 | |
| 9,4,5,JJAgent (Multiple),0.8135,0.8765,89 | |
| 10,10,0,OB-1_GPT-5.4-GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),0.8,0.8247,89 | |
| 11,17,-6,Mux (GPT-5.3-Codex),0.8,0.7927,87 | |
| 12,16,-4,Terminus-KIRA (Gemini-3.1-Pro-Preview),0.7929,0.7973,86 | |
| 13,11,2,Polaris (Claude-Opus-4.7-GPT-5.5-Gemini-3.1-Pro),0.7857,0.8208,89 | |
| 14,21,-7,Deep-Agents (GPT-5.2-Codex),0.7857,0.7452,86 | |
| 15,31,-16,hookele (gpt5.1-codex-mini),0.7714,0.627,89 | |
| 16,19,-3,Junie_CLI (Gemini-3-Flash-Preview-Gemini-3.1-Pro-Preview-Claude-Opus-4.6-GPT-5.3-Codex),0.75,0.7545,86 | |
| 17,13,4,WOZCODE (Claude-Opus-4-7),0.7429,0.8169,89 | |
| 18,24,-6,OB-1_GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),0.7429,0.7266,89 | |
| 19,25,-6,Crux (Claude-Opus-4.6),0.7202,0.7264,86 | |
| 20,12,8,Meta-Harness (Claude-Opus-4.6),0.7143,0.8194,85 | |
| 21,22,-1,Droid (Claude-Opus-4.6),0.7,0.731,87 | |
| 22,18,4,Codelia (GPT-5.3-Codex),0.6923,0.7891,87 | |
| 23,20,3,CodeBrain-1 (GPT-5.3-Codex),0.6769,0.7471,87 | |
| 24,15,9,LemonCode (GPT-5.3-Codex),0.6762,0.8045,89 | |
| 25,23,2,WozCode (Claude-Opus-4.6),0.6714,0.7272,87 | |
| 26,26,0,MAYA (Claude-4.6-opus),0.6714,0.7247,89 | |
| 27,28,-1,Ante (Gemini-3-Pro-Preview),0.6476,0.6755,87 | |
| 28,14,14,Droid (GPT-5.3-Codex),0.6462,0.8144,88 | |
| 29,27,2,clnkr (GPT-5.5),0.6429,0.7129,85 | |
| 30,30,0,CodeBrain-1 (Gemini-3-Pro-Preview),0.6167,0.6571,87 | |
| 31,32,-1,grok-cli (grok-4.20-0309-reasoning),0.6083,0.5812,86 | |
| 32,29,3,OpenSage (Gemini-3-Pro-Preview),0.5714,0.6614,88 | |
| 33,33,0,Gemini_CLI (Gemini-3-Flash-Preview),0.5154,0.5231,86 | |
| 34,35,-1,ClaudeCode (GLM-4.7),0.4615,0.3596,85 | |
| 35,34,1,MAYA (Claude-4.5-sonnet),0.4286,0.427,89 | |
| 36,36,0,little-coder (qwen3.6-35b-a3b),0.1857,0.2403,89 | |
| 37,37,0,little-coder (qwen3.5-9b),0.0643,0.091,89 | |