PDEAgent-Bench - Heat: leaderboard
Metric: Case pass rate (%; 50 DOLFINx cases, single-shot, temperature 0). Source: arxiv.org. Saturation forecast: Around December 2026. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 50 |
| 2 | GPT-5.4 | 48 |
| 3 | Qwen 3.6 Plus | 34 |
| 4 | Claude Opus 4.7 | 26 |
| 5 | DeepSeek V3.2 | 10 |
Interactive version: theaggregate.ai/benchmark?slug=pdeagent-bench-heat · How It Works · Data refreshed daily, snapshot 2026-09-25.