# UiPath: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 76 judge labels across 5 categories by 14 of 14 models. Page: https://www.gane.ai/index/it/vendors/uipath

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Robotic process automation](https://www.gane.ai/index/it/operations/robotic-process-automation/index.md) | 28% | 2 | 11% | 71 |
| [Workflow orchestration](https://www.gane.ai/index/it/it-data/workflow-orchestration/index.md) | 0% | 76 | 50% | 2 |
| [AI IT support agents](https://www.gane.ai/index/it/operations/ai-it-support-agents/index.md) | 0% | 114 | 0% | 1 |
| [AI SOC agents](https://www.gane.ai/index/it/security/ai-soc-agents/index.md) | 0% | 87 | 0% | 1 |
| [Enterprise AI assistants](https://www.gane.ai/index/it/it-data/enterprise-ai-assistants/index.md) | 0% | 89 | 0% | 1 |

## What the models said for it

- "UiPath offers a user-friendly drag-and-drop interface with comprehensive toolset and strong community support, though it has high costs and a complex licensing model" (Claude Haiku 4.5, RPA)
- "UiPath and Microsoft Power Automate are the top recommendations due to their scalability, strong feature sets, and integration capabilities" (Mistral Small, RPA)
- "You want the market leader with proven scalability and AI | UiPath | Best overall feature set, strong community, and clear path to scale." (GLM 4.7 FlashX, RPA)
- "UiPath is considered the leading RPA software, known for its ability to handle complex automation solutions and its user-friendly interface." (Llama 4 Maverick, RPA)

## And against it

- "Some AI models explicitly recommend avoiding UiPath unless you have a clear, large-scale need and budget" (Mistral Small, RPA)
- "Avoid if: You are a small team with limited budget → Stay away from UiPath" (Qwen 3.7 Flash, RPA)
- "Enterprise-grade leaders such as UiPath continue to dominate overall RPA market share and enterprise rankings, but they are most often positioned for enterprise with dedicated automation teams." (Muse Glimmer 30B, RPA)
- "it's worth caution if you want the smoothest onboarding: recent reviews mention training and learning curve, implementation friction, and frequent/disruptive updates" (GPT-5.4 mini, RPA)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 2 | 0 | 2 | 0 | 4 |
| GPT-5.4 mini | 3 | 0 | 0 | 1 | 4 |
| Gemini 3.5 Flash | 2 | 3 | 0 | 0 | 5 |
| Perplexity Sonar | 1 | 4 | 0 | 0 | 5 |
| Grok 4.20 | 2 | 2 | 0 | 1 | 5 |
| Mistral Small | 3 | 1 | 1 | 2 | 7 |
| DeepSeek V4 Flash | 2 | 2 | 1 | 0 | 5 |
| Llama 4 Maverick | 2 | 2 | 1 | 1 | 6 |
| Qwen 3.7 Flash | 2 | 3 | 0 | 1 | 6 |
| Kimi K2 | 1 | 2 | 1 | 1 | 5 |
| GLM 4.7 FlashX | 3 | 0 | 3 | 0 | 6 |
| MiniMax M2.5 | 4 | 2 | 0 | 0 | 6 |
| GPT-6 Luna | 0 | 4 | 2 | 0 | 6 |
| Muse Glimmer 30B | 3 | 1 | 0 | 2 | 6 |

## Sources returned with these answers

The sites and pages cited by the answers that named UiPath, from 207 of the 231 answers that named it (only the models that return a source list).

### Domains cited

- toolradar.com: 104
- g2.com: 55
- aimultiple.com: 53
- gane.ai/index: 50
- peerspot.com: 43
- uipath.com: 43 (its own site)
- auxis.com: 38
- getmagical.com: 38
- automationatlas.io: 35
- blueprism.com: 34

### Pages cited

- https://toolradar.com/guides/best-rpa-software: 89
- https://getmagical.com/journal/best-rpa-tools: 38
- https://toolradar.com/best/rpa: 38
- https://auxis.com/best-rpa-tools: 27
- https://jacar.es/en/the-10-best-rpa-tools-robotic-process-automation-software: 27
- https://itsystemes.fr/en/articles/rpa-en-2026-combien-ca-coute-vraiment-roi-et-cas-dusage: 26
- https://aimultiple.com/cost-effective-rpa: 25
- https://toolradar.com/best/rpa/for/small-businesses: 25

## In its own words

What UiPath's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: The UiPath Platform™ for business orchestration and automation (https://uipath.com/)
- For: enterprise operations (https://uipath.com/)
- Price stated: Starting at $25 per month; Contact Sales for pricing (https://www.uipath.com/pricing)
- Starting price: 25 per month (https://www.uipath.com/pricing)
- Free plan or trial: Try UiPath free (https://uipath.com/)
- Certifications: SOC 1 Type II, SOC 2 Type II, ISO 42001, ISO 27001, ISO 27017, ISO 27018, ISO 9001
- Hosting: European region, available regions, one or more of our available regions, on your own premise, single hosting region, selected from our global cloud locations, customer choice of region per tenant
- Customers named: One NZ, WEX, Suncoast Credit Union, Continental Resources, Medlitix, PromptCare, Cato Networks, Buchanan

## What it publishes

Every page uipath.com exposes, read 2026-09-29: 9511 addresses. By kind, pages and the last 90 days:

- blog: 458 pages, 8 in the last 90 days, latest 2026-09-16
- case study: 355 pages, 1 in the last 90 days, latest 2026-07-23
- webinar or virtual event: 513 pages, 14 in the last 90 days, latest 2026-10-20
- conference or event: 2672 pages, 12 in the last 90 days, latest 2026-11-12
- report or ebook: 272 pages, 1 in the last 90 days, latest 2026-08-06
- comparison: 3 pages, 2 in the last 90 days, latest 2026-09-15
- glossary or explainer: 28 pages, 0 in the last 90 days, latest 2018-12-20
- podcast or video: 9 pages, 0 in the last 90 days, latest undated
- news or press: 1023 pages, 28 in the last 90 days, latest 2026-09-24
- Recent: 2026-11-12 conference or event: Toronto https://www.uipath.com/events/fusion/amer/toronto
- Recent: 2026-11-04 conference or event: Sponsors https://www.uipath.com/events/fusion/global/munich/sponsors
- Recent: 2026-11-02 conference or event: Dubai https://www.uipath.com/events/fusion/global/dubai
- Recent: 2026-11-02 conference or event: Agenda https://www.uipath.com/events/fusion/global/dubai/agenda
- Recent: 2026-10-27 conference or event: Netherlands https://www.uipath.com/events/fusion/emea/netherlands
- Recent: 2026-10-20 webinar or virtual event: Dark testing factory govern autonomous testing https://www.uipath.com/resources/automation-webinars/dark-testing-factory-govern-autonomous-testing

## 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.