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reasoning benchmark

CreativeWork Leaderboard

CreativeWork evaluates agents on open-ended creative production tasks within realistic tool and application environments, measuring the quality and completeness of generated deliverables.

Updated Aug 17, 2026

Models2
Model coverage2
MetricScore
EvidenceB

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CreativeWork Ranking

Higher score ranks better on this benchmark.

2 rows
Columns

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Sort by
Rank
Model
Score
Percentile
Participants
Evidence
Evaluated
Rank01ModelBYSeed 2.1 ProByteDanceScore42.5%Percentile100.0%Participants2EvidenceCEvaluatedAug 17, 2026
Rank02ModelBYSeed 2.1 TurboByteDanceScore34.5%Percentile0.0%Participants2EvidenceCEvaluatedAug 17, 2026

CreativeWork Highlights

The leading models and scores on this benchmark.

Rank #1Seed 2.1 Pro42.5%Rank #2Seed 2.1 Turbo34.5%

CreativeWork Score Distribution

A closer view of the leading scores on this benchmark.

CreativeWork

The Top AI Models for CreativeWork

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

Ranking basisThis creativework 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
    BY
    Seed 2.1 ProByteDance
    Score
    42.5%

    Strengths

    • Ranks #1 of 2 compared models
    • 100th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures CreativeWork, not total model capability
  2. 02
    BY
    Seed 2.1 TurboByteDance
    Score
    34.5%

    Strengths

    • Ranks #2 of 2 compared models
    • 0th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures CreativeWork, not total model capability

Selection summary

Best AI Models for CreativeWork

Seed 2.1 Pro currently leads CreativeWork with 42.5%. 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 #1Seed 2.1 Pro42.5%Benchmark rank #2Seed 2.1 Turbo34.5%

What is CreativeWork?

What CreativeWork measures and how its scores work.

CreativeWork evaluates agents on open-ended creative production tasks within realistic tool and application environments, measuring the quality and completeness of generated deliverables.

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

Family
CreativeWork
Modality
multimodal
Primary category
reasoning
Score direction
higher
LLMBoard eligible
No
Evaluation key
creativework|llm-stats-current

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

FAQ

Common questions about CreativeWork.

Which model scores highest on CreativeWork?

Seed 2.1 Pro is currently ranked first with 42.5%.

What does CreativeWork measure?

CreativeWork evaluates agents on open-ended creative production tasks within realistic tool and application environments, measuring the quality and completeness of generated deliverables.

Is a higher score better?

Yes. Higher values rank better for this benchmark.

How many models are compared?

2 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.