MM-OptBench: A Solver-Grounded Benchmark for Multimodal Optimization Modeling: leaderboard
Metric: pass@1 (%). Source: benchmarklist.com. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.4 | 52.1 |
| 2 | Gemini 3.1 Pro (Preview) | 51.3 |
| 3 | Claude Sonnet 4.6 | 23.5 |
| 4 | GLM-4.5V | 15.4 |
Interactive version: theaggregate.ai/benchmark?slug=mm-optbench-a-solver-grounded-benchmark-for-multimodal-optimization-modeling · How It Works · Data refreshed daily, snapshot 2026-09-19.