# Kofax TotalAgility: 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/kofax-totalagility

## 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% | 102 | 50% | 2 |

## And against it

- "Expensive — multiple reviewers note the price is "nose-bleeding high," especially once you exceed ~5 fields of unstructured data extraction." (DeepSeek V4 Flash, 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 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| 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 | 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 Kofax TotalAgility, from 3 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- docsumo.com: 3
- arxiv.org: 2
- aws.amazon.com: 2
- ciopages.com: 2
- g2.com: 2
- gane.ai/index: 2
- nanonets.com: 2
- omr.com: 2
- affinda.com: 1
- ai.g2.com: 1

### Pages cited

- https://arxiv.org/pdf/2112.14070: 2
- https://ciopages.com/buyer-guides/intelligent-document-processing: 2
- https://docsumo.com/blog/the-best-intelligent-document-processing-software: 2
- https://g2.com/categories/intelligent-document-processing-idp: 2
- https://affinda.com/blog/idp-building: 1
- https://ai.g2.com/product/docupipe: 1
- https://airframe.ai/product/hyperscience-ai/analysis: 1
- https://appian.com/blog/acp/process-automation/future-of-intelligent-document-processing-platforms: 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.