RabbitMQ is a message broker for distributed microservices, real-time data, and IoT systems, used for message-oriented routing and queuing between applications · rabbitmq.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Confluent Cloud is first at 28%.
Confluent Cloud is first at 47%. 0 of 14 models made it the first choice when asked directly.
Confluent Cloud is first at 66%.
“best default choice is usually RabbitMQ”GPT-5.4 mini · Budget-constrained question · first choice
“Already running RabbitMQ | RabbitMQ (Streams Plugin) | Add log-based streaming without adopting new tools.”Gemini 3.5 Flash · Budget-constrained question · alternative
“Choose RabbitMQ Streams if you're already invested in RabbitMQ and need basic streaming”Kimi K2 · Comparative question · alternative
“Need simple flexible routing for task distribution (not heavy replay)? → RabbitMQ.”DeepSeek V4 Flash · Comparative question · alternative
“Avoid classical RabbitMQ for event streaming”Mistral Small · Negative question · warning
“RabbitMQ is an exceptional message queue ... but it is not natively designed to act as an append-only event stream”Gemini 3.5 Flash · Negative question · warning
“RabbitMQ used as a streaming log rather than a message broker, because it's better suited to queueing”GPT-5.4 mini · Negative question · warning
“RabbitMQ Streams is great for queuing but not optimized for high-throughput event streaming”Grok 4.20 · Negative question · warning
The products named in the same answers as RabbitMQ, over the 41 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 38 | 8 | View → | |
| 30 | 7 | View → | |
| 30 | 3 | View → | |
| 27 | 3 | View → | |
| 26 | 8 | View → | |
| 26 | 1 | View → | |
| 22 | 1 | View → | |
| 17 | 2 | View → | |
| 16 | 0 | View → | |
| 11 | 0 | View → |
What the models named instead of RabbitMQ →
A side-by-side page exists where both products are among a category's top eight.
Stated on RabbitMQ's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 26 of the 41 answers that named RabbitMQ and are not a share of its labels.
Eighty-one of the eighty-one domain citations in answers naming RabbitMQ came from a third party's page.
Pages are listed as the models cited them.
| 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 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 181 | 0 | 2026-04-01 | Feature flags | |
| Template or tool | 6 | undated | |||
| Comparison | 5 | 0 | 2010-09-01 | ||
| Case study | 4 | 0 | 2020-06-01 | ||
| Conference or event | 1 | 0 | 2011-10-01 |
Every page rabbitmq.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.