Artificial Analysis Coding Agent Performance vs. Task Metrics

Effort sweeps connect within the same model version. Bubble area represents time per task, or tokens per task when time is on the x-axis. Data refreshed: 2026-10-12 17:00 UTC

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Connect effort sweeps Pareto line

Data sources · Artificial Analysis Coding Agent Index · updated hourly

Snapshot compiled from Artificial Analysis public comparison tables: Claude Code vs Muse Code · Claude Code vs Codex · Claude Code vs Devin Fusion CLI · Claude Code vs Grok Build · Antigravity SDK vs Codex · Kimi Code CLI vs Muse Code · Claude Code vs Opencode.