# Mindee: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/mindee

## 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) | 0% | 105 | 50% | 2 |

## And against it

- "Frequent OCR complaints, especially with blurry documents, fluctuating accuracy, and connection/integration issues." (Grok 4.20, Document processing)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Mindee, from 5 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 3
- llamaindex.ai: 3
- docsumo.com: 2
- grooper.com: 2
- abbyy.com: 1
- amplifyit.io: 1
- avasant.com: 1
- duo.com: 1
- en.ai-pedias.com: 1
- fluenterp.com: 1

### Pages cited

- https://docsumo.com/blog/the-best-intelligent-document-processing-software: 2
- https://g2.com/categories/intelligent-document-processing-idp: 2
- https://grooper.com/blog_posts/intelligent-document-processing-vendors: 2
- https://llamaindex.ai/insights/best-idp-tools: 2
- http://project-consult.com/files/Gartner%20Market%20Guide%20for%20Intelligent%20Document%20Processing.pdf: 1
- https://abbyy.com/blog/intelligent-document-processing: 1
- https://amplifyit.io/blog/idp-build-vs-buy-calculus-modern-engineering-teams: 1
- https://avasant.com/report/intelligent-document-processing-platforms-2024-2025-radarview: 1

## 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.