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productivity benchmark

CoWorkBench Leaderboard

CoWorkBench is Qwen's internal cowork benchmark for evaluating long-horizon office and productivity agent tasks across domains such as computer science, finance, law, and medicine.

Updated Aug 17, 2026

Models4
Model coverage4
MetricScore
EvidenceB

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  • FAQ

CoWorkBench Ranking

Higher score ranks better on this benchmark.

4 rows
Columns

Show columns

Sort by
Rank
Model
Score
Percentile
Participants
Evidence
Evaluated
Rank01ModelACQwen3.8 MaxAlibaba Cloud / Qwen TeamScore74.8%Percentile100.0%Participants4EvidenceCEvaluatedAug 17, 2026
Rank02ModelACQwen3.8-27BAlibaba Cloud / Qwen TeamScore70.7%Percentile66.7%Participants4EvidenceCEvaluatedAug 17, 2026
Rank03ModelACQwen3.7 MaxAlibaba Cloud / Qwen TeamScore67.2%Percentile33.3%Participants4EvidenceCEvaluatedAug 17, 2026
Rank04ModelACQwen3.7-PlusAlibaba Cloud / Qwen TeamScore65.1%Percentile0.0%Participants4EvidenceCEvaluatedAug 17, 2026

CoWorkBench Highlights

The leading models and scores on this benchmark.

Rank #1Qwen3.8 Max74.8%Rank #2Qwen3.8-27B70.7%Rank #3Qwen3.7 Max67.2%Rank #4Qwen3.7-Plus65.1%

CoWorkBench Score Distribution

A closer view of the leading scores on this benchmark.

CoWorkBench

The Top AI Models for CoWorkBench

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

Ranking basisThis coworkbench 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.

  1. 01
    AC
    Qwen3.8 MaxAlibaba Cloud / Qwen Team
    Score
    74.8%
    Price
    $2.0 input / $6.0 output per 1M tokens

    Strengths

    • Ranks #1 of 4 compared models
    • 100th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures CoWorkBench, not total model capability
  2. 02
    AC
    Qwen3.8-27BAlibaba Cloud / Qwen Team
    Score
    70.7%

    Strengths

    • Ranks #2 of 4 compared models
    • 67th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures CoWorkBench, not total model capability
  3. 03
    AC
    Qwen3.7 MaxAlibaba Cloud / Qwen Team
    Score
    67.2%
    Price
    $2.5 input / $7.5 output per 1M tokens
    Speed
    Up to 5.8 tok/s via Together

    Strengths

    • Ranks #3 of 4 compared models
    • 33th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures CoWorkBench, not total model capability
  4. 04
    AC
    Qwen3.7-PlusAlibaba Cloud / Qwen Team
    Score
    65.1%
    Price
    $0.50 input / $3.0 output per 1M tokens

    Strengths

    • Ranks #4 of 4 compared models
    • 0th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures CoWorkBench, not total model capability

Selection summary

Best AI Models for CoWorkBench

Qwen3.8 Max currently leads CoWorkBench with 74.8%. 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.

Benchmark rank #1Qwen3.8 Max74.8% · $2.0 input / $6.0 output per 1M tokensBenchmark rank #2Qwen3.8-27B70.7%Benchmark rank #3Qwen3.7 Max67.2% · $2.5 input / $7.5 output per 1M tokens

What is CoWorkBench?

What CoWorkBench measures and how its scores work.

CoWorkBench is Qwen's internal cowork benchmark for evaluating long-horizon office and productivity agent tasks across domains such as computer science, finance, law, and medicine.

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

Family
CoWorkBench
Modality
text
Primary category
productivity
Score direction
higher
LLMBoard eligible
Yes
Evaluation key
coworkbench|llm-stats-current

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

FAQ

Common questions about CoWorkBench.

Which model scores highest on CoWorkBench?

Qwen3.8 Max is currently ranked first with 74.8%.

What does CoWorkBench measure?

CoWorkBench is Qwen's internal cowork benchmark for evaluating long-horizon office and productivity agent tasks across domains such as computer science, finance, law, and medicine.

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.