frontend development benchmark
Artifacts Bench
Artifacts Bench evaluates a model's ability to generate visual code artifacts, measuring the quality of generated interactive and visual front-end outputs from natural-language requests.
Updated Aug 11, 2026
Models3
Model coverage3
MetricScore
EvidenceB
Artifacts Bench Ranking
Higher score ranks better on this benchmark.
| 1 | BY | 51.0% | 100.0% | 3 | C | |
| 2 | BY | 47.0% | 50.0% | 3 | C | |
| 3 | MI | 36.4% | 0.0% | 3 | C |
Artifacts Bench Score Distribution
A closer view of the leading scores on this benchmark.
Artifacts Bench Highlights
The leading models and scores on this benchmark.
What is Artifacts Bench?
What Artifacts Bench measures and how its scores work.
Artifacts Bench evaluates a model's ability to generate visual code artifacts, measuring the quality of generated interactive and visual front-end outputs from natural-language requests.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- Artifacts Bench
- Modality
- text
- Primary category
- frontend development
- Score direction
- higher
- LLMBoard eligible
- Yes
- Evaluation key
- artifacts-bench|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about Artifacts Bench.
Which model scores highest on Artifacts Bench?
Seed 2.1 Pro is currently ranked first with 51.0%.
What does Artifacts Bench measure?
Artifacts Bench evaluates a model's ability to generate visual code artifacts, measuring the quality of generated interactive and visual front-end outputs from natural-language requests.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
3 model results are currently shown.
Does this benchmark affect the overall score?
Yes. This benchmark can contribute to the current LLMBoard capability score.