reasoning benchmark
LiveCodeBench Pro Leaderboard
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.
Updated Aug 17, 2026
Models4
Model coverage4
MetricScore
EvidenceB
LiveCodeBench Pro Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelGO | Score2,887 points | Percentile100.0% | Participants4 | EvidenceC | Evaluated |
| Rank02 | ModelGO | Score2,439 points | Percentile66.7% | Participants4 | EvidenceC | Evaluated |
| Rank03 | ModelME | Score0.8 points | Percentile33.3% | Participants4 | EvidenceC | Evaluated |
| Rank04 | ModelGO | Score2,316 points | Percentile0.0% | Participants4 | EvidenceC | Evaluated |
LiveCodeBench Pro Highlights
The leading models and scores on this benchmark.
LiveCodeBench Pro Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for LiveCodeBench Pro
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis livecodebench pro AI model leaderboard uses descending score in the benchmark's original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01GOGemini 3.1 ProGoogle
- Score
- 2,887 points
- Price
- $2.0 input / $12 output per 1M tokens
- Speed
- Up to 23 tok/s via Google
Strengths
- Ranks #1 of 4 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures LiveCodeBench Pro, not total model capability
- 02GOGemini 3 ProGoogle
- Score
- 2,439 points
- Speed
- Up to 90 tok/s via Google
Strengths
- Ranks #2 of 4 compared models
- 67th percentile on this benchmark
- C evidence result
Considerations
- This result measures LiveCodeBench Pro, not total model capability
- 03MEMuse SparkMeta
- Score
- 0.8 points
Strengths
- Ranks #3 of 4 compared models
- 33th percentile on this benchmark
- C evidence result
Considerations
- This result measures LiveCodeBench Pro, not total model capability
- 04GOGemini 3 FlashGoogle
- Score
- 2,316 points
- Price
- $0.50 input / $3.0 output per 1M tokens
- Speed
- Up to 65 tok/s via Google
Strengths
- Ranks #4 of 4 compared models
- 0th percentile on this benchmark
- C evidence result
Considerations
- This result measures LiveCodeBench Pro, not total model capability
Selection summary
Best AI Models for LiveCodeBench Pro
Gemini 3.1 Pro currently leads LiveCodeBench Pro with 2,887 points. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price and runtime.
Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.
What is LiveCodeBench Pro?
What LiveCodeBench Pro measures and how its scores work.
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.
Scores are shown in points. This benchmark is not independently verified and has an evidence level of B.
- Family
- LiveCodeBench Pro
- Modality
- text
- Primary category
- reasoning
- Score direction
- higher
- LLMBoard eligible
- Yes
- Evaluation key
- livecodebench-pro|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about LiveCodeBench Pro.
Which model scores highest on LiveCodeBench Pro?
Gemini 3.1 Pro is currently ranked first with 2,887 points.
What does LiveCodeBench Pro measure?
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.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
4 model results are currently shown.
Does this benchmark affect the overall score?
Yes. This benchmark can contribute to the current LLMBoard capability score.