Code ArenaBrowse 284 families
Code Arena
Can the model complete substantial programming work under this benchmark's agent setup?
Version / measure
- Domain
- Coding
- Ranked models
- 5
- Reported values
- 5
- Reports
- 1 · lab
- Direction
- Higher is better
- Status
- Version not specified
Rankings
Best reported score per model across effort settings
| # | Model | Best setting | Score |
|---|---|---|---|
| 1 | Gemini 3.7 FlashGoogle | reportedcost n/a1 value · Aug 13 · source | 1588 |
| 2 | Claude Sonnet 5Anthropic | reportedcost n/a1 value · Aug 13 · source | 1541 |
| 3 | Gemini 3.6 FlashGoogle | reportedcost n/a1 value · Aug 13 · source | 1538 |
| 4 | Muse Spark 1.2Meta | reportedcost n/a1 value · Aug 13 · source | 1535 |
| 5 | GPT-5.6 TerraOpenAI | reportedcost n/a1 value · Aug 13 · source | 1523 |
Effort curve
Score vs. reported cost. 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 ↗