# DocuPipe: 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/docupipe

## 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% | 26 | 0% | 2 |

## What the models said for it

- "DocuPipe with a listed deal price of $59.40/month, which is notably budget-friendly for small teams" (GPT-5.4 mini, Document processing)
- "Schema‑based extraction that returns the same JSON fields from any layout" (GLM 4.7 FlashX, 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 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| 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 DocuPipe, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 4
- affinda.com: 2
- arxiv.org: 2
- bestdevops.com: 2
- cycloid.io: 2
- docsumo.com: 2
- mytekrescue.com: 2
- nanonets.com: 2
- omr.com: 2
- abbyy.com: 1

### Pages cited

- https://g2.com/categories/intelligent-document-processing-idp: 3
- https://g2.com/categories/intelligent-document-processing-idp/small-business: 3
- https://arxiv.org/pdf/2112.14070: 2
- https://bestdevops.com/top-10-internal-developer-platforms-idp-features-pros-cons-comparison: 2
- https://docsumo.com/blog/the-best-intelligent-document-processing-software: 2
- https://mytekrescue.com/ai-document-processing: 2
- https://nanonets.com/buyers-guide/best-intelligent-document-processing-software: 2
- https://abbyy.com/company/abbyy-alternative: 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.