# Automation Anywhere: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 81 judge labels across 4 categories by 14 of 14 models. Page: https://www.gane.ai/index/it/vendors/automation-anywhere

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Robotic process automation](https://www.gane.ai/index/it/operations/robotic-process-automation/index.md) | 2% | 4 | 14% | 63 |
| [Intelligent document processing](https://www.gane.ai/index/it/it-data/intelligent-document-processing/index.md) | 0% | 18 | 14% | 14 |
| [Process mining](https://www.gane.ai/index/it/operations/process-mining/index.md) | 0% | 19 | 0% | 3 |
| [AI IT support agents](https://www.gane.ai/index/it/operations/ai-it-support-agents/index.md) | 0% | 90 | 0% | 1 |

## What the models said for it

- "focus your evaluation on established enterprise leaders with broad ecosystems: UiPath, Microsoft Power Automate, and Automation Anywhere" (Gemini 3.5 Flash, RPA)
- "a balanced shortlist is often UiPath / Automation Anywhere for scale and AI capabilities" (Muse Glimmer 30B, RPA)
- "Companies with established track records (e.g., ABBYY, Hyperscience, Rossum, Automation Anywhere, UiPath Document Understanding) often provide better support and scalability." (MiniMax M2.5, Document processing)
- "provides powerful cognitive automation with extensive bot store, strong AI/ML integration, and high scalability, but has a steeper learning curve and high costs" (Claude Haiku 4.5, RPA)

## And against it

- "often criticized for being targeted at large enterprises and may not be suitable for smaller businesses" (Mistral Small, RPA)
- "Avoid if you do not already utilize their RPA suites." (Qwen 3.7 Flash, Document processing)
- "Has faced criticism for pricing complexity and occasional performance issues in large enterprises, though it remains a major player." (MiniMax M2.5, RPA)
- "Review summaries repeatedly mention pricing complexity, steep learning curve, and debugging / integration issues." (GPT-5.4 mini, RPA)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 3 | 2 | 0 | 5 |
| GPT-5.4 mini | 0 | 2 | 1 | 2 | 5 |
| Gemini 3.5 Flash | 1 | 4 | 0 | 0 | 5 |
| Perplexity Sonar | 0 | 3 | 0 | 0 | 3 |
| Grok 4.20 | 0 | 4 | 1 | 2 | 7 |
| Mistral Small | 0 | 4 | 2 | 1 | 7 |
| DeepSeek V4 Flash | 0 | 4 | 3 | 1 | 8 |
| Llama 4 Maverick | 0 | 1 | 2 | 1 | 4 |
| Qwen 3.7 Flash | 0 | 7 | 1 | 1 | 9 |
| Kimi K2 | 0 | 3 | 2 | 0 | 5 |
| GLM 4.7 FlashX | 0 | 4 | 3 | 0 | 7 |
| MiniMax M2.5 | 0 | 4 | 2 | 1 | 7 |
| GPT-6 Luna | 0 | 1 | 1 | 1 | 3 |
| Muse Glimmer 30B | 1 | 3 | 1 | 1 | 6 |

## Sources returned with these answers

The sites and pages cited by the answers that named Automation Anywhere, from 211 of the 240 answers that named it (only the models that return a source list).

### Domains cited

- toolradar.com: 90
- g2.com: 73
- peerspot.com: 54
- aimultiple.com: 47
- gane.ai/index: 45
- uipath.com: 38
- getmagical.com: 37
- research.oz.spotlightar.com: 36
- auxis.com: 34
- linkedin.com: 31

### Pages cited

- https://toolradar.com/guides/best-rpa-software: 78
- https://getmagical.com/journal/best-rpa-tools: 37
- https://toolradar.com/best/rpa: 30
- https://itsystemes.fr/en/articles/rpa-en-2026-combien-ca-coute-vraiment-roi-et-cas-dusage: 26
- https://jacar.es/en/the-10-best-rpa-tools-robotic-process-automation-software: 25
- https://auxis.com/best-rpa-tools: 24
- https://research.oz.spotlightar.com/reports/magic-quadrant-robotic-process-automation-2024/leaders: 24
- https://udig.com/insights/article/a-deeper-dive-into-evaluating-rpa-products: 24

## In its own words

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

- Positioning: The industry's most advanced, most deployed agentic process automation system combines the power of AI, Automation, and RPA to deliver secure end-to-end enterprise agentic automation for mission-critical processes. (https://automationanywhere.com/)
- For: organizations (https://automationanywhere.com/)
- Free plan or trial: Start automating instantly with FREE access to full-featured automation with Cloud Community Edition. (https://automationanywhere.com/)
- Certifications: ISO 27001, ISO 9001, ISO 42001, ISO 22301, HIPAA, HITRUST, SOC 1, SOC 2
- Hosting: 16 global datacenters, 16 geographic regions, 6 continents
- Customers named: KeyBank, The Washington post, Alight, Dell, KPMG, SoftBank, Petrobras, Novatio Solutions

## What it publishes

Every page automationanywhere.com exposes, read 2026-09-29: 15829 addresses. By kind, pages and the last 90 days:

- blog: 2117 pages, 6 in the last 90 days, latest 2026-09-24
- case study: 363 pages, 3 in the last 90 days, latest 2026-09-22
- webinar or virtual event: 290 pages, 2 in the last 90 days, latest 2026-09-21
- conference or event: 114 pages, 2 in the last 90 days, latest 2026-08-14
- report or ebook: 81 pages, 24 in the last 90 days, latest 2026-09-17
- comparison: 56 pages, 3 in the last 90 days, latest 2026-09-23
- template or tool: 7 pages, 0 in the last 90 days, latest 2024-10-03
- glossary or explainer: 48 pages, 0 in the last 90 days, latest 2023-10-06
- podcast or video: 7 pages, 0 in the last 90 days, latest 2026-01-08
- news or press: 347 pages, 0 in the last 90 days, latest 2026-06-02
- Recent: 2026-09-24 blog: Agentic orchestration guide https://www.automationanywhere.com/company/blog/agentic-orchestration-guide
- Recent: 2026-09-23 comparison: Agentic ai vs generative ai https://www.automationanywhere.com/company/blog/agentic-ai-vs-generative-ai
- Recent: 2026-09-22 blog: Scaling agentic ai https://www.automationanywhere.com/company/blog/scaling-agentic-ai
- Recent: 2026-09-22 case study: Kotak amc investment operations https://www.automationanywhere.com/resources/automation-case-studies/kotak-amc-investment-operations
- Recent: 2026-09-21 webinar or virtual event: Seven habits of highly successful agentic process automations https://www.automationanywhere.com/la/resources/webinars/seven-habits-of-highly-successful-agentic-process-automations
- Recent: 2026-09-17 report or ebook: Agentic advantage for customer support https://www.automationanywhere.com/la/resources/playbook/agentic-advantage-for-customer-support

## 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.