Nutrient Chart Parsing: leaderboard
Metric: Mean per-chart cell F1 at 3% tolerance (%, 2,500 charts). Source: huggingface.co. 13 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.8 Flash | 71.02 |
| 2 | Claude Opus 5 | 69.71 |
| 3 | GPT-6 | 67.47 |
| 4 | Gemini 3.5 Flash Lite | 66.35 |
| 5 | Claude Sonnet 5 | 65.7 |
| 6 | GPT-5.6 Terra | 62.96 |
| 7 | Gemini 3.1 Pro (Preview) | 62.81 |
| 8 | Claude Haiku 4.5 (20251001) | 57.05 |
| 9 | GPT-5.6 Sol | 56.59 |
| 10 | Qwen 3.8 27B | 52.35 |
| 11 | Qwen 3 VL 4B Instruct | 51.81 |
| 12 | Qwen 3.5 4B | 16.87 |
Interactive version: theaggregate.ai/benchmark?slug=nutrient-chart-parsing · How It Works · Data refreshed daily, snapshot 2026-09-19.