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
LiveCodeBench Pro
LiveCodeBench Pro is an advanced evaluation benchmark for large language models for code that uses Elo ratings to rank models based on their performance on coding tasks. It evaluates models on real-world coding problems from programming contests (LeetCode, AtCoder, CodeForces) and provides a relative ranking system where higher Elo scores indicate superior performance.
Evaluation context and evidence
- Source
- LLM Stats
- Publisher
- Not recorded
- Benchmark release
- Not recorded
- Collected
- 2026-08-17
- Modality
- text
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.
Original sources
Reported results 4
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| Gemini 3.1 Pro | 2887.0 | Not recorded | Not recorded | 2026-02-19 · model_announcement | LLM Stats |
| Gemini 3 Pro | 2439.0 | Not recorded | Not recorded | 2025-11-18 · model_announcement | LLM Stats |
| Gemini 3 Flash | 2316.0 | Not recorded | Not recorded | 2025-12-17 · model_announcement | LLM Stats |
| Muse Spark | 0.8 | Not recorded | Not recorded | 2026-04-08 · model_announcement | LLM Stats |