ParseBench — leaderboard
Enterprise document parsing benchmark over tables, charts, layout, and content faithfulness for multimodal extraction systems.
Metric: Overall Score. Source: parsebench.ai. Status: saturation imminent. 50 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Fable 5 | 70.78 |
| 2 | Gemini 3.1 Pro (Preview) | 69.14 |
| 3 | GPT-5.5 | 67.76 |
| 4 | GPT-5.6 Terra | 64.17 |
| 5 | Claude Opus 4.8 | 63.7 |
| 6 | Claude Opus 4.7 | 63.34 |
| 7 | Gemma 4 31B (IT) | 62.4 |
| 8 | GPT-5.4 | 62.23 |
| 9 | Claude Sonnet 5 | 62.13 |
| 10 | GPT-5.6 Sol | 62.12 |
| 11 | Qwen 3 VL 8B Instruct | 61.97 |
| 12 | Gemma 4 26B A4B (IT) | 58.5 |
| 13 | Gemini 3.1 Flash Lite | 58.32 |
| 14 | GPT-5.6 Luna | 56.32 |
| 15 | Claude Opus 4.6 | 54.07 |
Interactive version: theaggregate.ai/benchmark?slug=parsebench · How the rankings work · Data refreshed daily, snapshot 2026-07-22.