multimodal benchmark
Blueprint-Bench 2
Blueprint-Bench 2 is an agentic spatial reasoning benchmark that evaluates a model's ability to understand, plan, and reason over architectural blueprints and other structured spatial documents. Scores are reported as a normalized score.
Updated Aug 11, 2026
Models2
Model coverage2
MetricScore
EvidenceB
Blueprint-Bench 2 Ranking
Higher score ranks better on this benchmark.
| 1 | AN | 38.6% | 100.0% | 2 | C | |
| 2 | GO | 33.6% | 0.0% | 2 | C |
Blueprint-Bench 2 Score Distribution
A closer view of the leading scores on this benchmark.
Blueprint-Bench 2 Highlights
The leading models and scores on this benchmark.
What is Blueprint-Bench 2?
What Blueprint-Bench 2 measures and how its scores work.
Blueprint-Bench 2 is an agentic spatial reasoning benchmark that evaluates a model's ability to understand, plan, and reason over architectural blueprints and other structured spatial documents. Scores are reported as a normalized score.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- Blueprint-Bench 2
- Modality
- multimodal
- Primary category
- multimodal
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- blueprint-bench-2|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about Blueprint-Bench 2.
Which model scores highest on Blueprint-Bench 2?
Claude Fable 5 is currently ranked first with 38.6%.
What does Blueprint-Bench 2 measure?
Blueprint-Bench 2 is an agentic spatial reasoning benchmark that evaluates a model's ability to understand, plan, and reason over architectural blueprints and other structured spatial documents. Scores are reported as a normalized score.
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.