PDEAgent-Bench - deal.II: leaderboard
Metric: Case pass rate (%; 313 deal.II C++ cases, single-shot, temperature 0; same pass gates). Source: arxiv.org. Saturation forecast: Around February 2027. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 32.3 |
| 2 | Claude Opus 4.7 | 28.1 |
| 3 | GPT-5.4 | 19.2 |
| 4 | Qwen 3.6 Plus | 16.9 |
| 5 | DeepSeek V3.2 | 0 |
Interactive version: theaggregate.ai/benchmark?slug=pdeagent-bench-deal-ii · How It Works · Data refreshed daily, snapshot 2026-09-25.