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reasoning benchmark

CreativeWork Leaderboard

CreativeWork evaluates agents on open-ended creative production tasks in realistic tool and application environments.

Updated Sep 5, 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 ProByteDanceScore42.50%Percentile100.00%Participants2EvidenceCEvaluatedSep 8, 2026
Rank02ModelBYSeed 2.1 TurboByteDanceScore34.50%Percentile0.00%Participants2EvidenceCEvaluatedSep 8, 2026

CreativeWork Highlights

The leading models and scores on this benchmark.

Rank #1Seed 2.1 Pro42.50%Rank #2Seed 2.1 Turbo34.50%

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.

What is CreativeWork?

What CreativeWork measures and how its scores work.

CreativeWork is a benchmark for evaluating agents on open-ended creative production tasks within realistic tool and application environments.

It measures the quality and completeness of generated deliverables using the Score metric, reported as a ratio.

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
overall

LLM Stats. 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 42.50%.

What are the top three models on CreativeWork?

The current leaders are Seed 2.1 Pro (42.50%) and Seed 2.1 Turbo (34.50%).

Which CreativeWork model has the lowest official input price?

No matched official input price is currently available.

Which models are fastest among CreativeWork results?

No matched runtime record is currently available.

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 CreativeWork measure?

It measures the quality and completeness of generated deliverables using the Score metric, reported as a ratio.

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.

Ranking basisThis creativework 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
    BY
    Seed 2.1 ProByteDance
    Score
    42.50%

    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
    34.50%

    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 42.50%. 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 Pro42.50%
Benchmark rank #2Seed 2.1 Turbo34.50%