# Best Document AI Models in 2026

> AI models ranked on sourced document AI and OCR benchmarks including OfficeQA Pro, OmniDocBench 1.5, CC-OCR, and MMLongBench-Doc.

This reporting page focuses on document workflows: OCR, office artifacts, long documents, and enterprise-style grounded reasoning over PDFs, slides, tables, and screenshots.

Canonical page: https://benchlm.ai/best/document-ai

Last updated: October 6, 2026

## Rankings

| Rank | Model | Creator | Type | Context | Score |
|------|-------|---------|------|---------|-------|
| 1 | [Qwen3.7 Plus](/models/qwen3-7-plus) | Alibaba | Proprietary | 1M | 90.3 |
| 2 | [Qwen3.8-27B](/models/qwen3-8-27b) | Alibaba | Open Weight | 262K | 89.8 |
| 3 | [Qwen3.8 Max](/models/qwen3-8-max) | Alibaba | Open Weight | 1M | 87.3 |
| 4 | [Qwen3.6-35B-A3B](/models/qwen3-6-35b-a3b) | Alibaba | Open Weight | 262K | 86.5 |
| 5 | [Qwen3.6-27B](/models/qwen3-6-27b) | Alibaba | Open Weight | 262K | 82.2 |
| 6 | [MiniMax M3](/models/minimax-m3) | MiniMax | Open Weight | 1M | 68.4 |

## Key Takeaways

- Top model: [Qwen3.7 Plus](/models/qwen3-7-plus) with a score of 90.3
- Best open-weight option: [Qwen3.8-27B](/models/qwen3-8-27b) at #2
- Models included: 6

## Compare the Leaders

- [Qwen3.7 Plus vs Qwen3.8-27B](/compare/qwen3-7-plus-vs-qwen3-8-27b)