CodeforcesBrowse 284 families
Codeforces
Can the model complete substantial programming work under this benchmark's agent setup?
- Domain
- Coding
- Ranked models
- 5
- Reported values
- 7
- Reports
- 2 · lab
- Direction
- Higher is better
- Status
- Version not specified
Rankings
Best reported score per model across effort settings
| # | Model | Best setting | Score |
|---|---|---|---|
| 1 | DeepSeek V4.1 FlashDeepSeekOW | reportedcost n/a1 value · Sep 10 · source | 3471 |
| 2 | DeepSeek V4 ProDeepSeekOW | maxcost n/a2 values · Apr 26 · source | 3206 |
| 3 | GPT-5.4OpenAI | xhighcost n/a1 value · Apr 26 · source | 3168 |
| 4 | DeepSeek-V4-FlashDeepSeekOW | maxcost n/a2 values · Apr 26 · source | 3052 |
| 5 | Gemini 3.1 ProGoogle | highcost n/a1 value · Apr 26 · source | 3052 |
Effort curve
Score vs. reported cost. Lines connect complete sweeps only.
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.
DeepSeek's official V4.1-Flash release table reports a Codeforces rating of 3471; no contest set or evaluation setup is printed. Rating scale as printed in the DeepSeek V4 model card; dashes are omitted.
Method / source ↗