reasoning benchmark
CreativeWork
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 7, 2026
Published models2
Registry coverage2
MetricScore
EvidenceB
CreativeWork leaderboard
Sorted by the source-provided rank. Higher score is better according to the registry.
| 1 | BY | 42.5% | 100.0% | 2 | C | |
| 2 | BY | 34.5% | 0.0% | 2 | C |
Score distribution
Top published rows on the benchmark's original scale.
CreativeWork highlights
The top published results on this benchmark's own scale.
What is CreativeWork?
Definition and scoring fields from the benchmark registry.
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. The current registry marks this benchmark as not independently verified with evidence level B.
- Family
- CreativeWork
- Modality
- multimodal
- Primary category
- reasoning
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- creativework|llm-stats-current
Source-native results are preserved. Eligibility for the overall LLMBoard score is a separate policy decision.
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 unique published model results are currently shown.
Does this benchmark affect the overall score?
This benchmark is preserved as source-native evidence but is not eligible for the current overall score.