# Azure AI Document Intelligence: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 18 judge labels across 1 category by 10 of 14 models. Page: https://www.gane.ai/index/it/vendors/azure-ai-document-intelligence

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Intelligent document processing](https://www.gane.ai/index/it/it-data/intelligent-document-processing/index.md) | 4% | 9 | 33% | 18 |

## What the models said for it

- "likely to be one that offers a free or low-cost plan, such as Azure AI Document Intelligence, Google Document AI, or Nanonets" (Llama 4 Maverick, Document processing)
- "For a budget-conscious company, I'd start with Azure AI Document Intelligence" (GPT-6 Luna, Document processing)
- "For companies already using Microsoft infrastructure, Azure AI Document Intelligence offers custom extraction and classification models" (Claude Haiku 4.5, Document processing)
- "Cloud APIs like Azure Document Intelligence, Amazon Textract, Google Document AI, or Mistral OCR for a fraction of a cent" (Claude Haiku 4.5, Document processing)

## And against it

- "Avoid if you do not have a dedicated DevOps team to maintain the code." (Qwen 3.7 Flash, Document processing)
- "Google Document AI, Amazon Textract, and Azure Document Intelligence can provide strong extraction, but you may need to build validation, exception queues... They are risky choices" (Perplexity Sonar, Document processing)
- "Azure Document Intelligence deployments pinned to older API versions. ... That's a version-migration concern, not a reason to avoid Azure altogether." (GPT-6 Luna, Document processing)
- "Basic cloud extraction engines (e.g., basic AWS Textract, Google Document AI base models, Azure AI Document Intelligence)." (Gemini 3.5 Flash, Document processing)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 2 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 2 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 2 | 2 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 1 | 0 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 1 | 0 | 1 | 1 | 3 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Azure AI Document Intelligence, from 54 of the 61 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 21
- docsumo.com: 20
- nanonets.com: 15
- larksuite.com: 11
- parseur.com: 11
- thedigitalprojectmanager.com: 11
- aiflowreview.com: 10
- ciopages.com: 10
- grooper.com: 10
- research.isg-one.com: 10

### Pages cited

- https://g2.com/categories/intelligent-document-processing-idp/small-business: 15
- https://docsumo.com/blog/the-best-intelligent-document-processing-software: 14
- https://larksuite.com/en_us/blog/intelligent-document-processing-software: 11
- https://aiflowreview.com/ai-document-processing-software: 10
- https://ciopages.com/buyer-guides/intelligent-document-processing: 10
- https://grooper.com/blog_posts/intelligent-document-processing-vendors: 10
- https://thedigitalprojectmanager.com/tools/intelligent-document-processing-software: 10
- https://parseur.com/blog/best-IDP-tools: 9

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.
