Intelligent document processing · RankedUiPath Document Understanding
UiPath Document Understanding is an intelligent document processing product from UiPath · uipath.com ↗
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Nanonets is first at 42%.
Nanonets is first at 31%. 1 of 14 models made it the first choice when asked directly.
ABBYY Vantage is first at 38%.
Why models recommend it
“UiPath Document Understanding and Rossum are the most recommended due to their balance of ease of use, integration capabilities, and mid-market suitability”Mistral Small · Paraphrase question · first choice
“UiPath Document Understanding - Best overall balance of features, pricing, and integration”GLM 4.7 FlashX · Direct question · first choice
“Companies with established track records (e.g., ABBYY, Hyperscience, Rossum, Automation Anywhere, UiPath Document Understanding) often provide better support and scalability.”MiniMax M2.5 · Negative question · alternative
“UiPath Document Understanding is a tier-3 integration within UiPath and can be cost-effective if you are already on UiPath”Muse Glimmer 30B · Paraphrase question · alternative
What gives them pause
“Avoid enterprise tools like ABBYY Vantage, UiPath, Rossum, or Hyperscience”Grok 4.20 · Budget-constrained question · warning
“Avoid If Budget Is Tight ... Expensive full-platform commitments”Kimi K2 · Budget-constrained question · warning
“Avoid if you do not already utilize their RPA suites.”Qwen 3.7 Flash · Negative question · warning
“What to avoid if you're on a tight budget”DeepSeek V4 Flash · Budget-constrained question · warning
Also on the shortlist
The products named in the same answers as UiPath Document Understanding, over the 127 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 108 | 32 | Compare → | |
| 98 | 11 | Compare → | |
| 80 | 11 | View → | |
| 57 | 0 | Compare → | |
| 56 | 24 | Compare → | |
| 56 | 0 | Compare → | |
| 38 | 0 | View → | |
| 33 | 9 | Compare → | |
| 33 | 0 | View → | |
| 29 | 1 | View → |
What the models named instead of UiPath Document Understanding →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on UiPath Document Understanding's own site, not checked by Gane.
- For
- Businesses and enterprises looking to establish a professional agentic automation program with the ability to scale rapidly.
- Free plan or trial
- Try UiPath free
- Hosting
- Hosted in our European region, Hosted in one of our available regions or on your own premise, Hosted in one or more of our available regions or on your own premise
- Customers named
- One NZ, WEX, Suncoast Credit Union, Continental Resources, Medlitix, PromptCare, Cato Networks, Buchanan | Protiviti
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 120 of the 127 answers that named UiPath Document Understanding and are not a share of its labels.
Domains cited
350 of the 350 domain citations in answers naming UiPath Document Understanding came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 1 | 2 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 0 | 2 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 3 | 1 | 2 | 6 |
| Mistral Small | 1 | 0 | 2 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 1 | 2 | 1 | 4 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 2 | 1 | 1 | 4 |
| Kimi K2 | 0 | 1 | 2 | 1 | 4 |
| GLM 4.7 FlashX | 1 | 2 | 1 | 0 | 4 |
| MiniMax M2.5 | 0 | 3 | 1 | 0 | 4 |
| GPT-6 Luna | 0 | 2 | 0 | 0 | 2 |
| Muse Glimmer 30B | 0 | 2 | 1 | 1 | 4 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Conference or event | 2,672 | 12 | 2026-11-12 | ITSM, Vector databases | |
| News or press | 1,023 | 28 | 2026-09-24 | ||
| Webinar or virtual event | 513 | 14 | 2026-10-20 | ITSM | |
| Blog | 458 | 8 | 2026-09-16 | ITSM | |
| Case study | 355 | 1 | 2026-07-23 | ||
| Report or ebook | 272 | 1 | 2026-08-06 | GRC | |
| Glossary or explainer | 28 | 0 | 2018-12-20 | ||
| Podcast or video | 9 | undated | |||
| Comparison | 3 | 2 | 2026-09-15 |
Events in person
- December 10, 2025UiPath FUSION Tokyo 2025東京ミッドタウン六本木, Tokyo, Japan · hosted
As the event pages on uipath.com state them, read September 28, 2026.
How it is countedHide how it is counted
Every page uipath.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.