model profile
Rank · overall#77
Score63.6
Benchmark scores
9 benchmarksCodingAgentBench48%Pass rate
ixio runs98.4%Pass rate · 2026-07-11
NL2Repo100%Pass rate · 2026-07-17
Chatbot Arena (Coding)1485Coding Elo
Artificial Analysis35.7Intelligence Index
Arena Agent3.57%Net Improvement · ± 0.92
WebDev Arena1487WebDev Elo · ± 7
Stratix Cup31.4Tournament score
SkillsBench53Score
Across harnesses
11 agentsmini-SWE-agentAgent
—98.4%100%——————
100Qwen CodeCLI
48%————————
71OpenCodeTUI
44%————————
68CrushTUI
28%————————
63piCLI
16%————————
56AiderCLI
0%————————
34Codex CLICLI
0%————————
34Copilot CLICLI
0%————————
34GooseCLI
0%————————
34OpenHandsAgent
0%————————
34PlandexCLI
0%————————
34Per-benchmark score · composite per harness. Tap a row to open that board.
Scraped and aggregated from public leaderboards · 2026-09-05