engineering benchmark
CADGenBench Leaderboard
CADGenBench evaluates agents on CAD model construction from design prompts.
Updated Sep 24, 2026
Models1
Model coverage1
MetricScore
EvidenceB
CADGenBench Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelXA | Score44.40% | Percentile100.00% | Participants1 | EvidenceC | Evaluated |
CADGenBench Highlights
The leading models and scores on this benchmark.
The Top AI Models for CADGenBench
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis cadgenbench AI model leaderboard uses descending score in the benchmark original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01XAxAI
- Score
- 44.40%
- Price
- $2.0 input / $6.0 output per 1M tokens
- Speed
- Up to 5.32 tok/s via xAI
Strengths
- Ranks #1 of 1 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures CADGenBench, not total model capability
Selection summary
Best AI Models for CADGenBench
Grok 4.7 currently leads CADGenBench with 44.40%. 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.
What is CADGenBench?
What CADGenBench measures and how its scores work.
CADGenBench is a benchmark for evaluating agents on CAD model construction from design prompts, with a generation split requiring CAD geometry production.
It measures CAD geometry generation using Score, reported as a ratio, and grades the generation split for executability and geometric correctness.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- CADGenBench
- Modality
- text
- Primary category
- engineering
- 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 CADGenBench.
Which model scores highest on CADGenBench?
Grok 4.7 is currently ranked first with 44.40%.
What are the top three models on CADGenBench?
The current leaders are Grok 4.7 (44.40%).
Which CADGenBench model has the lowest official input price?
Grok 4.7 has the lowest matched official input price at $2.0 input / $6.0 output per 1M tokens.
Which models are fastest among CADGenBench results?
The fastest matched records are Grok 4.7 (5.32 tok/s via xAI).
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.