# Selenium: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/selenium

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Robotic process automation](https://www.gane.ai/index/it/operations/robotic-process-automation/index.md) | 0% | 51 | 50% | 2 |

## And against it

- "pure open-source web scrapers or DIY scripts (like unmanaged Selenium or basic Python automation wrappers) without an enterprise management wrapper can be risky" (Gemini 3.5 Flash, RPA)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Selenium, from 2 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- aimultiple.com: 1
- atlanta.bubblelife.com: 1
- blueprism.com: 1
- checkthat.ai: 1
- community.ibm.com: 1
- g2.com: 1
- gartner.com: 1
- itdigest.com: 1
- lowtouch.ai: 1
- medium.com: 1

### Pages cited

- https://aimultiple.com/cost-effective-rpa: 1
- https://aimultiple.com/rpa-pricing: 1
- https://atlanta.bubblelife.com/community/sphinx_solutions_4/library/3562276504/key/350011112/The_Best_Robotic_Process_Automation_Solutions_for_Small_Businesses: 1
- https://blueprism.com/resources/analyst-reports/gartner-magic-quadrant-for-rpa-2025: 1
- https://checkthat.ai/brands/sema4-ai: 1
- https://community.ibm.com/community/user/blogs/deon-van-niekerk/2025/12/18/rpa-is-dead: 1
- https://g2.com/categories/robotic-process-automation-rpa/small-business: 1
- https://gartner.com/en/documents/6632834: 1

## 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.