# AppTrana Bot Protection: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/apptrana-bot-protection

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Bot management](https://www.gane.ai/index/it/network/bot-management/index.md) | 2% | 8 | 0% | 3 |

## What the models said for it

- "start with Cloudflare Bot Manager or AppTrana, as they offer free or low-cost plans with robust features" (Mistral Small, Bot management)

## 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 | 0 | 0 | 0 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| 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 | 2 | 0 | 2 |
| 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 AppTrana Bot Protection, from 5 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- securityboulevard.com: 5
- cequence.ai: 3
- g2.com: 3
- cotocus.com: 2
- research.oz.spotlightar.com: 2
- cloudflare.com: 1
- devopsschool.com: 1
- dialzara.com: 1
- fastly.com: 1
- forrester.com: 1

### Pages cited

- https://securityboulevard.com/2024/02/13-top-bot-management-software-in-the-market-for-2024: 5
- https://cotocus.com/blog/top-10-bot-management-tools-features-pros-cons-comparison: 2
- https://g2.com/categories/bot-platforms/enterprise: 2
- https://research.oz.spotlightar.com/reports/magic-quadrant-robotic-process-automation-2024/leaders: 2
- https://cequence.ai/learn/best-bot-management-solutions-for-large-enterprises: 1
- https://cequence.ai/learn/bot-management/what-is-bot-management: 1
- https://cequence.ai/learn/choosing-bot-management-vendors-top-8-compared: 1
- https://cloudflare.com/en-gb/application-services/products/bot-management: 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.