# py-idp: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/py-idp

## 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% | 118 | 100% | 1 |

## And against it

- "Skip open-source unless you have dedicated engineering resources" (Kimi K2, 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 | 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 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| 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 py-idp, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- access.archive-ouverte.unige.ch: 1
- aiflowreview.com: 1
- businesswaretech.com: 1
- capterra.com: 1
- deepusecase.com: 1
- docsumo.com: 1
- docuclipper.com: 1
- docuocr.com: 1
- g2.com: 1
- github.com: 1

### Pages cited

- https://access.archive-ouverte.unige.ch/access/metadata/1bf7afa0-c7c9-4422-8b72-8783e3f0a936/download: 1
- https://aiflowreview.com/ai-document-processing-software: 1
- https://businesswaretech.com/blog/azure-document-intelligence-vs-aws-textract-comparing-idp-solutions: 1
- https://businesswaretech.com/blog/how-much-does-ai-document-processing-system-development-cost: 1
- https://capterra.com/p/193772/Rossum: 1
- https://deepusecase.com/blog/best-ai-for-document-processing: 1
- https://docsumo.com/: 1
- https://docsumo.com/blog/best-document-workflow-software: 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.