AI benchmarks and leaderboards are different things
Learn the difference between a benchmark, an evaluation run and a leaderboard, and use each to answer the right question.
LLM Stats
A competitive programming benchmark using problems from the CodeForces platform. The benchmark evaluates code generation capabilities of LLMs on algorithmic problems with difficulty ratings ranging from 800 to 2400. Problems cover diverse algorithmic categories including dynamic programming, graph algorithms, data structures, and mathematical problems with standardized evaluation through direct platform submission.
These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| DeepSeek-V4-Pro-Max | 1.0 | Not recorded | Not recorded | 2026-04-23 · model_announcement | LLM Stats |
| DeepSeek-V4-Flash-Max | 1.0 | Not recorded | Not recorded | 2026-04-23 · model_announcement | LLM Stats |
| DeepSeek-V4-Flash-0423 | 0.9387 | Not recorded | Not recorded | 2026-04-23 · model_announcement | LLM Stats |
| DeepSeek-V3.2-Speciale | 0.9 | Not recorded | Not recorded | 2025-12-01 · model_announcement | LLM Stats |
| Qwen3.5-122B-A10B | 0.851 | Not recorded | Not recorded | 2026-02-24 · model_announcement | LLM Stats |
| Qwen3.5-35B-A3B | 0.822 | Not recorded | Not recorded | 2026-02-24 · model_announcement | LLM Stats |
| GPT OSS 120B | 0.821 | Not recorded | Not recorded | 2025-08-05 · model_announcement | LLM Stats |
| Qwen3.5-27B | 0.807 | Not recorded | Not recorded | 2026-02-24 · model_announcement | LLM Stats |
| DeepSeek-V3.2 | 0.795 | Not recorded | Not recorded | 2025-12-01 · model_announcement | LLM Stats |
| DeepSeek-V3.2 (Thinking) | 0.795 | Not recorded | Not recorded | 2025-12-01 · model_announcement | LLM Stats |
| GPT OSS 20B | 0.7433 | Not recorded | Not recorded | 2025-08-05 · model_announcement | LLM Stats |
| DeepSeek-V3.2-Exp | 0.707 | Not recorded | Not recorded | 2025-09-29 · model_announcement | LLM Stats |
| DeepSeek-V3.1 | 0.697 | Not recorded | Not recorded | 2025-01-10 · model_announcement | LLM Stats |
| Qwen3 32B | 0.659 | Not recorded | Not recorded | 2025-04-29 · model_announcement | LLM Stats |
| DeepSeek-R1-0528 | 0.6433 | Not recorded | Not recorded | 2025-05-28 · model_announcement | LLM Stats |
| Gemma 4 12B | 0.553 | Not recorded | Not recorded | 2026-05-23 · model_announcement | LLM Stats |
| DiffusionGemma 26B-A4B | 0.4763 | Not recorded | Not recorded | 2026-06-10 · model_announcement | LLM Stats |