# QQ: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/qq

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [In-app messaging and customer communications](https://www.gane.ai/index/gtm/customer/in-app-messaging-and-customer-communications/index.md) | 0% | 102 | 100% | 1 |

## And against it

- "Similar to WeChat, subject to strict government oversight and data access requirements." (Qwen 3.7 Flash, In-app messaging)

## 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 | 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 | 1 | 1 |
| 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 QQ, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- captechu.edu: 1
- defensivecomputingchecklist.com: 1
- linkedin.com: 1
- officer.com: 1
- time.com: 1

### Pages cited

- https://captechu.edu/blog/cybersecurity-risks-of-third-party-applications: 1
- https://defensivecomputingchecklist.com/SecureMessaging.php: 1
- https://linkedin.com/top-content/customer-experience/building-customer-trust/insecure-communication-and-user-trust: 1
- https://officer.com/command-hq/technology/communications/article/21263497/evertel-for-officers-consumer-messaging-apps-are-insecure-and-illegal: 1
- https://time.com/3558331/secure-messaging-systems-eff: 1

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.