# Intelligent document processing for small business buyers: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "intelligent document processing platform" and as "IDP software", six framings each, to fourteen models with search on, on behalf of a small B2B company. Added to the November 2026 Edition. Page: https://www.gane.ai/index/it/it-data/intelligent-document-processing/2026-11/smb

**Standing:** Nanonets leads with 42% of first choices; verdict clear leader. 52 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Nanonets](https://www.gane.ai/index/it/vendors/nanonets/index.md) | 42% | 3% | 58 |
| 2 | [Docsumo](https://www.gane.ai/index/it/vendors/docsumo/index.md) | 29% | 0% | 46 |
| 3 | [Parseur](https://www.gane.ai/index/it/vendors/parseur/index.md) | 6% | 0% | 34 |
| 4 | [Docparser](https://www.gane.ai/index/it/vendors/docparser/index.md) | 6% | 0% | 19 |
| 6 | [Rossum](https://www.gane.ai/index/it/vendors/rossum/index.md) | 4% | 40% | 47 |
| 10 | [ABBYY Vantage](https://www.gane.ai/index/it/vendors/abbyy-vantage/index.md) | 2% | 64% | 42 |
| 11 | [Google Document AI](https://www.gane.ai/index/it/vendors/google-document-ai/index.md) | 0% | 33% | 36 |
| 12 | [Azure AI Document Intelligence](https://www.gane.ai/index/it/vendors/azure-ai-document-intelligence/index.md) | 0% | 32% | 25 |
| 14 | [Amazon Textract](https://www.gane.ai/index/it/vendors/amazon-textract/index.md) | 0% | 35% | 34 |
| 16 | [Microsoft Azure AI Document Intelligence](https://www.gane.ai/index/it/vendors/microsoft-azure-ai-document-intelligence/index.md) | 0% | 27% | 11 |
| 89 | [Hyperscience Hypercell](https://www.gane.ai/index/it/vendors/hyperscience-hypercell/index.md) | 0% | 72% | 18 |
| 90 | [UiPath Document Understanding](https://www.gane.ai/index/it/vendors/uipath-document-understanding/index.md) | 0% | 76% | 29 |

Rank is by share of first choices among all 90 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Nanonets; alternatives Docsumo, Doxis DocHorizon, Lido
- GPT-5.4 mini: Docsumo, Nanonets; alternatives ABBYY Vantage, Amazon Textract, Azure AI Document Intelligence, Google Document AI
- Gemini 3.5 Flash: Nanonets; alternatives Amazon Textract, Azure AI Document Intelligence, Docparser, Docsumo
- Perplexity Sonar: Parseur; alternatives Amazon Textract, Azure AI Document Intelligence, Nanonets, Rossum
- Grok 4.20: Nanonets; alternatives Docsumo, Rossum
- Mistral Small: Docsumo, Nanonets; alternatives ABBYY Vantage, Parseur
- DeepSeek V4 Flash: Docsumo; alternatives Microsoft Azure AI Document Intelligence, Nanonets, Parseur
- Llama 4 Maverick: Docsumo, Nanonets, Parseur
- Qwen 3.7 Flash: Docsumo, Nanonets; alternatives Microsoft Azure AI Document Intelligence, Parseur
- Kimi K2: Nanonets; alternatives Docparser, Docsumo, Rossum
- GLM 4.7 FlashX: Docparser, Nanonets; alternatives Amazon Textract, Parseur
- MiniMax M2.5: no first choice; alternatives Docsumo, Microsoft Azure AI Document Intelligence, Nanonets
- GPT-6 Luna: Nanonets; alternatives Google Document AI
- Muse Glimmer 30B: Docsumo; alternatives Nanonets, Parseur, Rossum

## Sources the answers cite

75 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- g2.com: 41 answers, 68 citations
- docsumo.com: 28 answers, 52 citations
- nanonets.com: 27 answers, 36 citations
- parseur.com: 24 answers, 31 citations
- aiflowreview.com: 24 answers, 24 citations
- gane.ai/index: 19 answers, 20 citations
- whizzbridge.com: 19 answers, 19 citations
- thedigitalprojectmanager.com: 14 answers, 14 citations

Pages named in the most answers:

- https://g2.com/categories/intelligent-document-processing-idp/small-business (34 answers)
- https://aiflowreview.com/ai-document-processing-software (24 answers)
- https://nanonets.com/buyers-guide/best-intelligent-document-processing-software (21 answers)
- https://whizzbridge.com/blog/ai-document-intelligence-platforms (19 answers)
- https://gane.ai/index/it/it-data/intelligent-document-processing/smb (18 answers)
- https://parseur.com/blog/best-IDP-tools (17 answers)
- https://docsumo.com/blog/the-best-intelligent-document-processing-software (16 answers)
- https://kdan.com/blog/idp-solution-buyers-guide-smb-mid-market (13 answers)
- https://ciopages.com/buyer-guides/intelligent-document-processing (12 answers)
- https://thedigitalprojectmanager.com/tools/intelligent-document-processing-software (12 answers)

## Warned against

- ABBYY Vantage: 27 of 42 labels negative. "Enterprise-heavy tools like ABBYY, Hyperscience, UiPath, or big cloud APIs ... are excluded as they often require more dev resources" (Grok 4.20, comparative prompt)
- Rossum: 19 of 47 labels negative. "Pricing and complexity scale toward enterprise users, and it has been flagged as harder for smaller teams to adopt cost-effectively." (DeepSeek V4 Flash, negative prompt)
- UiPath Document Understanding: 22 of 29 labels negative. "reviewers consistently flag enterprise RPA-tied IDP suites like UiPath Document Understanding and ABBYY Vantage ... as expensive to license, complex to implement" (Muse Glimmer 30B, negative prompt)
- Hyperscience Hypercell: 13 of 18 labels negative. "Avoid quote-based enterprise platforms such as Hyperscience, ABBYY Vantage or Rossum for a tight budget" (Muse Glimmer 30B, budget prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
New leader: Docsumo (22%) to Nanonets (42%). Margin 13 points, beyond the floor.

- Nanonets: 16% to 42%, +26. Cleared the floor by 15 points · rank 2 → 1 of 90.
- Google Document AI: 8% to 0%, −8. Inside the floor by 3 points · rank 4 → 11 of 90.
- Lido: 8% to 0%, −8. Inside the floor by 3 points · rank 5 → 13 of 90.
- Docsumo: 22% to 29%, +7. Inside the floor by 4 points · rank 1 → 2 of 90.
- Parseur: 12% to 6%, −6. Inside the floor by 5 points · rank 3 of 90, unchanged.
- Docparser: 4% to 6%, +2. Inside the floor by 9 points · rank 6 → 4 of 90.
- Azure AI Document Intelligence: 2% to 0%, −2. Inside the floor by 9 points · rank 14 → 12 of 90.
- Amazon Textract: 2% to 0%, −2. Inside the floor by 9 points · rank 9 → 14 of 90.
- Microsoft Azure AI Document Intelligence: 2% to 0%, −2. Inside the floor by 9 points · rank 13 → 16 of 90.
- Rossum: 4% to 4%, ±0. Inside the floor by 11 points · rank 8 → 6 of 90.
- ABBYY Vantage: 2% to 2%, ±0. Inside the floor by 11 points · rank 19 → 10 of 90.
- Klippa DocHorizon: 0% to 0%, ±0. Inside the floor by 11 points · rank 20 → 18 of 90.

## 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.