model profile
Rank · overall#57
Score65.8
Benchmark scores
6 benchmarksCodingAgentBench92%Pass rate
ixio runs16.7%Pass rate · 2026-06-21
Chatbot Arena (Coding)1463Coding Elo
ARC-AGI5%Score
WebDev Arena1400WebDev Elo · ± 5
BrowseComp69%Accuracy
Across harnesses
11 agentsQwen CodeCLI
92%—————
99piCLI
72%—————
86CrushTUI
68%—————
84OpenCodeTUI
68%—————
84Copilot CLICLI
32%—————
64AiderCLI
16%—————
56GooseCLI
4%—————
41Codex CLICLI
0%—————
34OpenHandsAgent
0%—————
34PlandexCLI
0%—————
34Claude CodeCLI
—16.7%————
19Per-benchmark score · composite per harness. Tap a row to open that board.
Scraped and aggregated from public leaderboards · 2026-08-16