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legal benchmark

WritingBench Leaderboard

WritingBench evaluates large language models on generative writing tasks across 6 core writing domains and 100 subdomains using 1,239 queries.

Updated Sep 5, 2026

Models15
Model coverage15
MetricScore
EvidenceB

On this page

  • Ranking
  • Highlights
  • Distribution
  • Top models
  • About
  • FAQ

WritingBench Ranking

Higher score ranks better on this benchmark.

15 rows
Columns

Show columns

Sort by
Rank
Model
Score
Percentile
Participants
Evidence
Evaluated
Rank01ModelACQwen3-235B-A22B-Thinking-2507Alibaba Cloud / Qwen TeamScore88.30%Percentile100.00%Participants15EvidenceCEvaluatedSep 8, 2026
Rank02ModelACQwen3-Next-80B-A3B-InstructAlibaba Cloud / Qwen TeamScore87.30%Percentile92.86%Participants15EvidenceCEvaluatedSep 8, 2026
Rank03ModelACQwen3 VL 235B A22B ThinkingAlibaba Cloud / Qwen TeamScore86.70%Percentile85.71%Participants15EvidenceCEvaluatedSep 8, 2026
Rank04ModelACQwen3 VL 32B ThinkingAlibaba Cloud / Qwen TeamScore86.20%Percentile78.57%Participants15EvidenceCEvaluatedSep 8, 2026
Rank05ModelACQwen3 VL 235B A22B InstructAlibaba Cloud / Qwen TeamScore85.50%Percentile71.43%Participants15EvidenceCEvaluatedSep 8, 2026
Rank06ModelACQwen3 VL 8B ThinkingAlibaba Cloud / Qwen TeamScore85.50%Percentile64.29%Participants15EvidenceCEvaluatedSep 8, 2026
Rank07ModelACQwen3-235B-A22B-Instruct-2507Alibaba Cloud / Qwen TeamScore85.20%Percentile57.14%Participants15EvidenceCEvaluatedSep 8, 2026
Rank08ModelACQwen3 VL 30B A3B ThinkingAlibaba Cloud / Qwen TeamScore85.20%Percentile50.00%Participants15EvidenceCEvaluatedSep 8, 2026
Rank09ModelACQwen3-Next-80B-A3B-ThinkingAlibaba Cloud / Qwen TeamScore84.60%Percentile42.86%Participants15EvidenceCEvaluatedSep 8, 2026
Rank10ModelACQwen3 VL 4B ThinkingAlibaba Cloud / Qwen TeamScore84.00%Percentile35.71%Participants15EvidenceCEvaluatedSep 8, 2026
Rank11ModelACQwen3 VL 8B InstructAlibaba Cloud / Qwen TeamScore83.10%Percentile28.57%Participants15EvidenceCEvaluatedSep 8, 2026
Rank12ModelACQwen3 VL 32B InstructAlibaba Cloud / Qwen TeamScore82.90%Percentile21.43%Participants15EvidenceCEvaluatedSep 8, 2026
Rank13ModelACQwen3 VL 30B A3B InstructAlibaba Cloud / Qwen TeamScore82.60%Percentile14.29%Participants15EvidenceCEvaluatedSep 8, 2026
Rank14ModelACQwen3 VL 4B InstructAlibaba Cloud / Qwen TeamScore82.50%Percentile7.14%Participants15EvidenceCEvaluatedSep 8, 2026
Rank15ModelMAKimi K2-Thinking-0905Moonshot AIScore73.80%Percentile0.00%Participants15EvidenceCEvaluatedSep 8, 2026

WritingBench Highlights

The leading models and scores on this benchmark.

WritingBench Score Distribution

A closer view of the leading scores on this benchmark.

WritingBench

The Top AI Models for WritingBench

The first five results on this benchmark, with official price and output speed added where the model identity can be matched.

What is WritingBench?

What WritingBench measures and how its scores work.

WritingBench is a benchmark for evaluating large language models' generative writing capabilities across Academic & Engineering, Finance & Business, Politics & Law, Literature & Art, Education, and Advertising & Marketing.

It reports a Score as a ratio based on query-dependent criteria generated for each task and evaluates responses on style, format, and length dimensions.

Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.

Family
WritingBench
Modality
text
Primary category
legal
Score direction
higher
LLMBoard eligible
No
Evaluation key
overall

LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.

FAQ

Common questions about WritingBench.

Which model scores highest on WritingBench?

Qwen3-235B-A22B-Thinking-2507 is currently ranked first with 88.30%.

What are the top three models on WritingBench?

The current leaders are Qwen3-235B-A22B-Thinking-2507 (88.30%), Qwen3-Next-80B-A3B-Instruct (87.30%), and Qwen3 VL 235B A22B Thinking (86.70%).

Which WritingBench model has the lowest official input price?

Qwen3-Next-80B-A3B-Instruct has the lowest matched official input price at $0.50 input / $2.0 output per 1M tokens.

Which models are fastest among WritingBench results?

The fastest matched records are Qwen3 VL 4B Thinking (8.77 tok/s via DeepInfra).

Does the highest score result prove overall model quality?

No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.

What does WritingBench measure?

It reports a Score as a ratio based on query-dependent criteria generated for each task and evaluates responses on style, format, and length dimensions.

Is a higher score better?

Yes. Higher values rank better for this benchmark.

How many models are compared?

15 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.

Rank #1Qwen3-235B-A22B-Thinking-250788.30%
Rank #2Qwen3-Next-80B-A3B-Instruct87.30%
Rank #3Qwen3 VL 235B A22B Thinking86.70%
Rank #4Qwen3 VL 32B Thinking86.20%

Ranking basisThis writingbench AI model leaderboard uses descending score in the benchmark original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.

  1. 01
    AC
    Qwen3-235B-A22B-Thinking-2507Alibaba Cloud / Qwen Team
    Score
    88.30%

    Strengths

    • Ranks #1 of 15 compared models
    • 100th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures WritingBench, not total model capability
  2. 02
    AC
    Qwen3-Next-80B-A3B-InstructAlibaba Cloud / Qwen Team
    Score
    87.30%
    Price
    $0.50 input / $2.0 output per 1M tokens

    Strengths

    • Ranks #2 of 15 compared models
    • 93th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures WritingBench, not total model capability
  3. 03
    AC
    Alibaba Cloud / Qwen Team
    Score
    86.70%

    Strengths

    • Ranks #3 of 15 compared models
    • 86th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures WritingBench, not total model capability
  4. 04
    AC
    Alibaba Cloud / Qwen Team
    Score
    86.20%

    Strengths

    • Ranks #4 of 15 compared models
    • 79th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures WritingBench, not total model capability
  5. 05
    AC
    Alibaba Cloud / Qwen Team
    Score
    85.50%

    Strengths

    • Ranks #5 of 15 compared models
    • 71th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures WritingBench, not total model capability

Selection summary

Best AI Models for WritingBench

Qwen3-235B-A22B-Thinking-2507 currently leads WritingBench with 88.30%. 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.

Qwen3 VL 235B A22B Thinking
Qwen3 VL 32B Thinking
Qwen3 VL 235B A22B Instruct
Benchmark rank #1Qwen3-235B-A22B-Thinking-250788.30%
Benchmark rank #2Qwen3-Next-80B-A3B-Instruct87.30% · $0.50 input / $2.0 output per 1M tokens
Benchmark rank #3Qwen3 VL 235B A22B Thinking86.70%