language benchmark
Open-rewrite Leaderboard
OpenRewriteEval is a benchmark for evaluating open-ended rewriting of long-form texts, covering a wide variety of rewriting types expressed through natural language instructions including formality, expansion, conciseness, paraphrasing, and tone and style transfer.
Updated Aug 17, 2026
Models1
Model coverage1
MetricScore
EvidenceB
Open-rewrite Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelME | Score40.1% | Percentile100.0% | Participants1 | EvidenceC | Evaluated |
Open-rewrite Highlights
The leading models and scores on this benchmark.
The Top AI Models for Open-rewrite
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis open-rewrite 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.
- 01ME
- Score
- 40.1%
- Speed
- Up to 172 tok/s via DeepInfra
Strengths
- Ranks #1 of 1 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures Open-rewrite, not total model capability
Selection summary
Best AI Models for Open-rewrite
Llama 3.2 3B Instruct currently leads Open-rewrite with 40.1%. 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 Open-rewrite?
What Open-rewrite measures and how its scores work.
OpenRewriteEval is a benchmark for evaluating open-ended rewriting of long-form texts, covering a wide variety of rewriting types expressed through natural language instructions including formality, expansion, conciseness, paraphrasing, and tone and style transfer.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- Open-rewrite
- Modality
- text
- Primary category
- language
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- open-rewrite|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about Open-rewrite.
Which model scores highest on Open-rewrite?
Llama 3.2 3B Instruct is currently ranked first with 40.1%.
What does Open-rewrite measure?
OpenRewriteEval is a benchmark for evaluating open-ended rewriting of long-form texts, covering a wide variety of rewriting types expressed through natural language instructions including formality, expansion, conciseness, paraphrasing, and tone and style transfer.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
1 model results are currently shown.
Does this benchmark affect the overall score?
No. This benchmark is shown for reference but does not contribute to the overall score.