# Firebase In‑App Messaging: 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/firebase-in-app-messaging-2

## 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% | 58 | 0% | 1 |

## What the models said for it

- "For Firebase‑heavy apps: Firebase In‑App Messaging." (GLM 4.7 FlashX, 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 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| 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 Firebase In‑App Messaging, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- 42matters.com: 1
- ably.com: 1
- cometchat.com: 1
- discuss.huggingface.co: 1
- en.wikipedia.org: 1
- g2.com: 1
- getstream.io: 1
- github.com: 1
- infobip.com: 1
- mailslurp.com: 1

### Pages cited

- https://42matters.com/sdk-analysis/app-store/top-communication-sdks: 1
- https://ably.com/compare/pubnub-vs-twilio: 1
- https://cometchat.com/blog/best-enterprise-chat-platforms-for-in-app-messaging-2026: 1
- https://discuss.huggingface.co/t/what-are-the-best-chat-api-providers-for-adding-real-time-messaging/190947: 1
- https://en.wikipedia.org/wiki/Instant_messaging: 1
- https://g2.com/compare/pubnub-pubnub-vs-twilio: 1
- https://g2.com/products/sendbird/competitors/alternatives: 1
- https://getstream.io/chat/sdk: 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.