MDGym - Medium: leaderboard
Metric: Full success rate (%; share of the 55 medium expert-curated LAMMPS and GROMACS simulation tasks with every required output quantity within 5% of the reference). Source: arxiv.org. Saturation forecast: Around 2029. 4 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 4.6 (Claude Code) | 7.3 |
Interactive version: theaggregate.ai/benchmark?slug=mdgym-medium · How It Works · Data refreshed daily, snapshot 2026-09-26.