Centrifugo

How often 10 AI models recommend Centrifugo, what they say about it, and who they recommend instead, on the 1 buying question where it came up.

Mention rate

30%of all answers on this question

Best standing

#10of 55 on Best realtime tools for web apps

Buying questions

1where any model named it

Never named it

2of 10 models

Which models recommend it

Share of each model's answers that named it, at any position · The black tick marks the panel average

1. Nemotron 3 Ultra64%
2. Qwen 3.8 Flash50%
3. GLM-5.350%
4. Claude Haiku 5.542%
5. DeepSeek V4 Pro42%
6. Mistral Large 442%
7. GPT-6 Luna8%
8. Kimi K38%
9. Gemini 4 Argon0%
10. MiniMax M30%

Never named it: Gemini 4 Argon MiniMax M3

Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.

What the models say

Each model's one-line reason for recommending it, from its first answer

Best realtime tools for web apps 5

• Claude Haiku 5.5Fast open-source real-time messaging server, scalable and language-agnostic.
• Qwen 3.8 FlashSelf-hostable scalable realtime server, great OSS option.
• DeepSeek V4 ProSelf-hosted realtime server with gRPC, bidirectional streaming, and strong horizontal scaling.
• Mistral Large 4Open-source, self-hosted, supports WebSocket/SSE/HTTP with low latency.
• Nemotron 3 UltraSelf-hosted realtime server, language-agnostic

Against the competition

Each question's products ranked by the share of all answers that named them, Centrifugo highlighted.

Best realtime tools for web apps

55 products named in 119 answers across 4 wordings

Contested

1. 1Ably86%
2. 1Pusher86%
3. 3PubNub84%
4. 4Socket.IO71%
5. 5Sendbird64%
6. ⋯
7. 10Centrifugo30%

Mention rate by model and question

Share of each model's answers on the question that named it · Hover a cell for the count

Question	Claude Haiku 5.5	GPT-6 Luna	Gemini 4 Argon	Qwen 3.8 Flash	DeepSeek V4 Pro	GLM-5.3	Kimi K3	MiniMax M3	Mistral Large 4	Nemotron 3 Ultra
Best realtime tools for web apps	42	8		50	42	50	8		42	64

Does the wording matter?

Share of answers that named it under each way of asking the question · Hover a cell for the exact wording

Question	List request	Buyer asking for advice	Search query	Worth paying for?
Best realtime tools for web apps	40	17	60	3

Head to head

Against the products named most often on the same questions

Centrifugo vs AblyCentrifugo vs PusherCentrifugo vs PubNubCentrifugo vs Socket.IOCentrifugo vs SendbirdCentrifugo vs Supabase

Compare with another product

Work on Centrifugo? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.