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