# Robot Framework: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/robot-framework

## 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% | 44 | 33% | 3 |

## What the models said for it

- "Zero budget, technical team | Robot Framework or OpenRPA | Completely free, highly customizable" (Kimi K2, RPA)

## And against it

- "can be risky for enterprise use due to limited support, documentation, or scalability" (MiniMax M2.5, 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 | 0 | 0 |
| 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 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 1 | 1 |
| 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 Robot Framework, from 4 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- aimultiple.com: 4
- g2.com: 3
- udig.com: 3
- amela.tech: 2
- apix-drive.com: 2
- toolradar.com: 2
- aitoolsandi.com: 1
- arjankc.com.np: 1
- atlanta.bubblelife.com: 1
- auxis.com: 1

### Pages cited

- https://aimultiple.com/cost-effective-rpa: 4
- https://udig.com/insights/article/a-deeper-dive-into-evaluating-rpa-products: 3
- https://amela.tech/top-10-free-rpa-tools: 2
- https://apix-drive.com/en/blog/reviews/top-rpa-tools-in-2024: 2
- https://toolradar.com/best/rpa: 2
- https://aimultiple.com/open-source-rpa: 1
- https://aimultiple.com/rpa-pricing: 1
- https://aitoolsandi.com/rpa-for-small-business-top-5-tools-under-100-month-2026.html: 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.