Artificial Analysis opens up its Coding Agent Index: 39 configs, 3 benchmarks, full methodology

ArtificialAnlys · x · 2026-10-21

Artificial Analysis published the full leaderboard and methodology behind its Coding Agent Index, covering 39 agent×model configurations with composite score, time per task, and per-task API cost on a log scale.

The index equally weights three benchmarks — DeepSWE v1.1 (113 SWE tasks), Terminal-Bench 4.0 (66 terminal tasks), and SWE-Atlas-QnA (124 technical Q&A) — averaging pass@1 over three attempts per task. The site cautions that similar index scores can hide different strengths across repo tasks, terminal workflows, and rubric-based evals.

Related event: Devin Fusion Scores 68 in Coding Agent Benchmark at 31% Lower Cost Than Claude Code(2 posts)→

Original post →

More from coding & agent

coding & agent channel →