# Arkose Bot Manager: 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/arkose-bot-manager

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Bot management](https://www.gane.ai/index/it/network/bot-management/index.md) | 0% | 26 | 0% | 2 |

## What the models said for it

- "Arkose Bot Manager is described as "Adaptive detection using 225+ risk signals and dynamic challenges"" (Muse Glimmer 30B, Bot management)
- "Strongest challenge-based deterrence: Arkose." (Perplexity Sonar, 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 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

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

### Domains cited

- cequence.ai: 3
- cloudflare.com: 2
- fastly.com: 2
- forrester.com: 2
- hydrolix.io: 2
- aimultiple.com: 1
- bot-management-solutions.com: 1
- comparitech.com: 1
- developers.cloudflare.com: 1
- g2.com: 1

### Pages cited

- https://cequence.ai/learn/best-bot-management-solutions-for-large-enterprises: 3
- https://cequence.ai/learn/choosing-bot-management-vendors-top-8-compared: 2
- https://cloudflare.com/en-gb/application-services/products/bot-management: 2
- https://fastly.com/blog/best-bot-management-solutions-2025-2026: 2
- https://forrester.com/report/the-forrester-wave-tm-bot-management-software-q3-2024/RES181013: 2
- https://hydrolix.io/guides/bot-management-solutions-a-practical-guide: 2
- http://ioriver.io/blog/best-bot-management-tools: 1
- https://aimultiple.com/bot-detection-software: 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.