# Rossum: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 49 judge labels across 1 category by 14 of 14 models. Page: https://www.gane.ai/index/it/vendors/rossum

## 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) | 15% | 2 | 12% | 49 |

## What the models said for it

- "Rossum and ABBYY Vantage are the top recommendations due to their AI-driven accuracy, scalability, and strong integration ecosystems" (Mistral Small, Document processing)
- "Top Pick: Rossum ... Cloud-native, AI-first platform designed specifically for fast time-to-value." (Gemini 3.5 Flash, Document processing)
- "Rossum is widely considered the gold standard specifically for invoice processing." (Qwen 3.7 Flash, Document processing)
- "ABBYY, Hyperscience, and Rossum are usually near the top of the conversation" (GPT-5.4 mini, Document processing)

## And against it

- "Avoid If Budget Is Tight | Rossum | $18,000/year | Enterprise-focused, annual contracts" (Kimi K2, Document processing)
- "Avoid starting with Rossum, ABBYY, Hyperscience, or similar enterprise platforms" (Perplexity Sonar, Document processing)
- "Avoid enterprise tools like ABBYY Vantage, UiPath, Rossum, or Hyperscience" (Grok 4.20, Document processing)
- "What to avoid if you're on a tight budget" (DeepSeek V4 Flash, Document processing)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Rossum, from 125 of the 136 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 62
- docsumo.com: 58
- nanonets.com: 45
- research.isg-one.com: 35
- parseur.com: 34
- ciopages.com: 33
- hypatos.ai: 25
- idp-software.com: 23
- avasant.com: 22
- larksuite.com: 22

### Pages cited

- https://docsumo.com/blog/the-best-intelligent-document-processing-software: 44
- https://nanonets.com/buyers-guide/best-intelligent-document-processing-software: 34
- https://ciopages.com/buyer-guides/intelligent-document-processing: 33
- https://research.isg-one.com/buyers-guide/digital_technology/intelligent_document_processing/2024: 32
- https://g2.com/categories/intelligent-document-processing-idp/small-business: 28
- https://g2.com/categories/intelligent-document-processing-idp: 24
- https://larksuite.com/en_us/blog/intelligent-document-processing-software: 22
- https://parseur.com/blog/best-IDP-tools: 21

## In its own words

What Rossum's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: AI Document Processing For Transactional Workflows (https://rossum.ai/)
- For: AP teams (https://rossum.ai/)
- Price stated: Rossum pricing is tailored to your business needs and automation scale, based on the volume of pages or documents you process and the complexity of your workflows. (https://rossum.ai/pricing)
- Starting price: Starting at $18,000 per year (https://rossum.ai/pricing)
- Free plan or trial: 14-Day Trial; Free Demo (https://rossum.ai/)
- Certifications: ISO 27001, SOC 2, HIPAA, TX-RAMP, GDPR, ISO 42001
- Customers named: Imperial Dade, The Gym Group, Wolt, Morton Salt, Port of Rotterdam Authority, Fugro, Adyen, Coupa

## What it publishes

Every page rossum.ai exposes, read 2026-09-29: 292 addresses. By kind, pages and the last 90 days:

- blog: 35 pages, 0 in the last 90 days, latest 2026-06-23
- case study: 46 pages, 2 in the last 90 days, latest 2026-08-24
- webinar or virtual event: 22 pages, 1 in the last 90 days, latest 2026-07-13
- conference or event: 5 pages, 0 in the last 90 days, latest undated
- report or ebook: 11 pages, 0 in the last 90 days, latest 2026-05-15
- comparison: 1 pages, 0 in the last 90 days, latest undated
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 3 pages, 0 in the last 90 days, latest 2026-04-09
- news or press: 36 pages, 0 in the last 90 days, latest 2026-05-21
- Recent: 2026-08-24 case study: Eurofins https://rossum.ai/customer-stories/eurofins
- Recent: 2026-07-29 case study: Mks atotech https://rossum.ai/customer-stories/mks-atotech
- Recent: 2026-07-13 webinar or virtual event: Cleared for takeoff how atlantic aviation automated ap with rossum coupa and crosscountry https://rossum.ai/webinar/cleared-for-takeoff-how-atlantic-aviation-automated-ap-with-rossum-coupa-and-crosscountry
- Recent: 2026-06-23 blog: Uncovering document insights in a single question https://rossum.ai/blog/uncovering-document-insights-in-a-single-question/
- Recent: 2026-05-21 blog: What does it really take to be a leader reflecting on our recognition in the everest groups idp peak matrix assessment 2 https://rossum.ai/blog/what-does-it-really-take-to-be-a-leader-reflecting-on-our-recognition-in-the-everest-groups-idp-peak-matrix-assessment-2026/
- Recent: 2026-05-21 news or press: Press release rossum named a leader in the everest group 2026 https://rossum.ai/company/newsroom/press-release-rossum-named-a-leader-in-the-everest-group-2026

## 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.