IntentOpt (Text Only): leaderboard
The 85 network optimization problems of IntentOpt (Ahmed, Zhu and Choudhury, 2026) with the network described in text instead of a diagram; the model writes Gurobi code. Exact match rate in percent, the share of instances whose code runs and reaches an objective within 1% of the verified optimum, direct prompting; higher is better.
Metric: Exact match rate (%; share of 85 network-optimization instances whose generated Gurobi code runs and returns an objective within 1% of the ground truth; direct prompting; text-only description of the network). Source: arxiv.org. Saturation forecast: Estimated already saturated. 4 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5 Mini | 85.88 | #349 |
| 2 | Gemini 2.5 Flash | 67.06 | #452 |
| 3 | Claude Haiku 4.5 | 65.88 | #568 |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=intentopt-text-only · How It Works · Data refreshed daily, snapshot 2026-11-12.