# RabbitMQ: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 20 judge labels across 1 category by 11 of 14 models. Page: https://www.gane.ai/index/it/vendors/rabbitmq

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Streaming platforms](https://www.gane.ai/index/it/it-data/streaming-platforms/index.md) | 2% | 12 | 30% | 20 |

## What the models said for it

- "best default choice is usually RabbitMQ" (GPT-5.4 mini, Streaming)
- "Already running RabbitMQ | RabbitMQ (Streams Plugin) | Add log-based streaming without adopting new tools." (Gemini 3.5 Flash, Streaming)
- "Choose RabbitMQ Streams if you're already invested in RabbitMQ and need basic streaming" (Kimi K2, Streaming)
- "Need simple flexible routing for task distribution (not heavy replay)? → RabbitMQ." (DeepSeek V4 Flash, Streaming)

## And against it

- "Avoid classical RabbitMQ for event streaming" (Mistral Small, Streaming)
- "RabbitMQ is an exceptional message queue ... but it is not natively designed to act as an append-only event stream" (Gemini 3.5 Flash, Streaming)
- "RabbitMQ used as a streaming log rather than a message broker, because it's better suited to queueing" (GPT-5.4 mini, Streaming)
- "RabbitMQ Streams is great for queuing but not optimized for high-throughput event streaming" (Grok 4.20, Streaming)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 1 | 0 | 0 | 1 | 2 |
| Gemini 3.5 Flash | 0 | 1 | 2 | 1 | 4 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 1 | 1 | 1 | 3 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 2 | 1 | 3 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named RabbitMQ, from 26 of the 41 answers that named it (only the models that return a source list).

### Domains cited

- github.com: 14
- acemq.com: 11
- cotocus.com: 10
- dacast.com: 9
- redpanda.com: 7
- textql.com: 7
- devopsschool.com: 6
- linkedin.com: 6
- risingwave.com: 6
- airmeet.com: 5

### Pages cited

- https://acemq.com/blogs/kafka-alternatives: 10
- https://cotocus.com/blog/top-10-event-streaming-platforms-features-pros-cons-comparison: 10
- https://github.com/quanpan302/KB-engineering-handbook/blob/main/content/hld/part-2-building-blocks/08-message-queues-streaming.md: 7
- https://textql.com/wiki/event-streaming: 7
- https://blog.vmgstudios.com/top-virtual-event-webinar-live-streaming-services: 5
- https://dacast.com/blog/best-online-video-platform-live-music: 5
- https://vercel.com/i/kafka-alternatives: 5
- https://apidog.com/blog/best-event-streaming-solutions: 4

## In its own words

What RabbitMQ's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: One broker to queue them all (https://rabbitmq.com/)
- For: distributed microservices, real-time data, and IoT (https://rabbitmq.com/)
- Price stated: Free and Open Source Software. In addition, Broadcom offers an enterprise grade commercial offering with 24/7 expert support. (https://rabbitmq.com/)
- Free plan or trial: Free and Open Source Software (https://rabbitmq.com/)
- Customers named: LAIKA

## What it publishes

Every page rabbitmq.com exposes, read 2026-09-29: 1326 addresses. By kind, pages and the last 90 days:

- blog: 181 pages, 0 in the last 90 days, latest 2026-04-01
- case study: 4 pages, 0 in the last 90 days, latest 2020-06-01
- conference or event: 1 pages, 0 in the last 90 days, latest 2011-10-01
- comparison: 5 pages, 0 in the last 90 days, latest 2010-09-01
- template or tool: 6 pages, 0 in the last 90 days, latest undated
- Recent: 2026-04-01 blog: Rabbitmq 4.3 release https://www.rabbitmq.com/blog/2026/04/23/rabbitmq-4.3-release
- Recent: 2025-09-01 blog: 6 khepri default https://www.rabbitmq.com/blog/2025/09/01/6-khepri-default
- Recent: 2025-09-01 blog: Sql filter expressions https://www.rabbitmq.com/blog/2025/09/23/sql-filter-expressions
- Recent: 2025-09-01 blog: Stream delivery optimization https://www.rabbitmq.com/blog/2025/09/26/stream-delivery-optimization
- Recent: 2025-07-01 blog: Go stream client 1.5.8 critical fix https://www.rabbitmq.com/blog/2025/07/04/go-stream-client-1.5.8-critical-fix
- Recent: 2025-07-01 blog: Debian apt repositories are moving https://www.rabbitmq.com/blog/2025/07/16/debian-apt-repositories-are-moving

## 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.