Code Arena
Can the model complete substantial programming work under this benchmark's agent setup?
Coding5 ranked models5 reported values1 reportsHigher is better
Top rankings
One row per model, using its best reported score across effort settings.
| Rank | Model | Best score | Best reported setting |
|---|---|---|---|
| 1 | Gemini 3.7 FlashGoogle | 1588 | Reported configurationGoogle report1 value · 1 reportAug 13, 2026 · source |
| 2 | Claude Sonnet 5Anthropic | 1541 | Reported configurationGoogle report1 value · 1 reportAug 13, 2026 · source |
| 3 | Gemini 3.6 FlashGoogle | 1538 | Reported configurationGoogle report1 value · 1 reportAug 13, 2026 · source |
| 4 | Muse Spark 1.2Meta | 1535 | Reported configurationGoogle report1 value · 1 reportAug 13, 2026 · source |
| 5 | GPT-5.6 TerraOpenAI | 1523 | Reported configurationGoogle report1 value · 1 reportAug 13, 2026 · source |
Effort curve
Every sourced cost-linked effort value for this exact version. Lines connect complete sweeps only.
No cost-linked effort sweep for this version.
Definition and comparison boundarypublic methodology
Can the model complete substantial programming work under this benchmark's agent setup?
Software implementation, debugging, or repository work under the published evaluation protocol. Higher is better. This benchmark reports points rather than percent correct.
Harness, tools, prompts, attempt count, and benchmark version can materially change the result. Compare within one reporting context.
Official public Web Dev leaderboard values.
Method / source