Office Comprehension Bench - File Fidelity Excel: leaderboard
Perceiving structural and visual content in native .xlsx files — tables, charts, embedded images and formatting — answered from the file itself rather than a text conversion.
Metric: File Fidelity Accuracy (%). Source: arxiv.org. Saturation forecast: Around January 2027. 4 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5.5 | 72.6 | #31 |
| 2 | Claude Opus 4.7 | 71.1 | #49 |
| 3 | Gemini 3.1 Pro (Preview) | 61 | #58 |
| 4 | Median Human | 45.9 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=office-comprehension-bench-file-fidelity-excel · How It Works · Data refreshed daily, snapshot 2026-10-20.