ChemGraph - Single-Agent: leaderboard
Metric: Accuracy (%, 40 computational-chemistry queries). Source: huggingface.co. 32 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 4.5 | 100 |
| 2 | GPT-5.5 | 100 |
| 3 | Claude Opus 4.7 | 100 |
| 4 | Claude Opus 4.8 | 100 |
| 5 | Claude Haiku 4.5 | 100 |
| 6 | GPT-5.6 Sol | 100 |
| 7 | Gemini 3.5 Flash | 100 |
| 8 | O3 | 100 |
| 9 | Claude Sonnet 5 | 100 |
| 10 | Nemotron 3 Ultra | 100 |
| 11 | Gemini 2.5 Pro | 97.5 |
| 12 | Claude Sonnet 4.6 | 97.5 |
| 13 | O4 Mini | 97.5 |
| 14 | GPT-4o | 95 |
| 15 | GPT-5.6 Luna | 95 |
Interactive version: theaggregate.ai/benchmark?slug=chemgraph-single-agent · How It Works · Data refreshed daily, snapshot 2026-09-19.