# Firebase Cloud Messaging: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 21 judge labels across 3 categories by 11 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/firebase-cloud-messaging

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Mobile marketing and push](https://www.gane.ai/index/gtm/marketing/mobile-marketing-and-push/index.md) | 4% | 6 | 33% | 18 |
| [In-app messaging and customer communications](https://www.gane.ai/index/gtm/customer/in-app-messaging-and-customer-communications/index.md) | 0% | 98 | 50% | 2 |
| [Mobile apps](https://www.gane.ai/index/gtm/marketing/mobile-apps/index.md) | 0% | 109 | 0% | 1 |

## What the models said for it

- "Google's free push notification service that's ideal for small to medium businesses starting out. It's free to use" (Claude Haiku 4.5, Mobile & push)
- "Absolute lowest cost (with developer) | FCM + Twilio | Push is 100% free; SMS is raw wholesale cost per message." (Gemini 3.5 Flash, Mobile & push)
- "Firebase Cloud Messaging is the cheapest option because push delivery is free; however, it does not provide a comparable built-in SMS marketing system" (Perplexity Sonar, Mobile & push)
- "Completely free, no marketing layer ... Best for: Teams that only need basic push delivery and want to keep costs minimal." (GLM 4.7 FlashX, Mobile & push)

## And against it

- "Use cautiously for marketing. It is primarily a free push-delivery infrastructure layer, not a full campaign-management" (Perplexity Sonar, Mobile & push)
- "it does not provide a complete marketing layer for segmentation, campaign orchestration, SMS, or lifecycle analytics" (Perplexity Sonar, Mobile & push)
- "Research shows messaging apps leak metadata and sometimes message content to FCM; Google's data collection practices" (Kimi K2, In-app messaging)
- "Firebase Cloud Messaging is free for unlimited push on Android, iOS, and web, but it delivers push only." (Claude Haiku 4.5, Mobile & push)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 0 | 1 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 1 | 1 |
| Gemini 3.5 Flash | 1 | 0 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 2 | 3 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 2 | 1 | 4 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 1 | 1 | 3 |
| GLM 4.7 FlashX | 0 | 1 | 2 | 0 | 3 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 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 Firebase Cloud Messaging, from 34 of the 45 answers that named it (only the models that return a source list).

### Domains cited

- onesignal.com: 19
- g2.com: 18
- courier.com: 15
- braze.com: 14
- suprsend.com: 13
- capterra.com: 12
- mobile-text-alerts.com: 12
- vibes.com: 10
- softwareadvice.com: 9
- pushwoosh.com: 8

### Pages cited

- https://courier.com/blog/top-push-notification-platforms: 14
- https://braze.com/resources/articles/best-sms-marketing-platforms: 13
- https://suprsend.com/post/best-mobile-push-notification-services: 11
- https://g2.com/software/sms-marketing: 10
- https://vibes.com/blog/best-sms-marketing-platforms: 10
- https://onesignal.com/blog/7-best-push-notification-platforms-in-2026-compared: 7
- https://sequenzy.com/best-push-notification-services: 7
- https://softwareadvice.com/sms-marketing: 7

## 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.