Stream

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

Mention rate

29%of all answers on this question

Best standing

#11of 55 on Best realtime tools for web apps

Buying questions

1where any model named it

Never named it

0of 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. Claude Haiku 5.550%
2. Gemini 4 Argon50%
3. Kimi K342%
4. GPT-6 Luna33%
5. Qwen 3.8 Flash25%
6. GLM-5.325%
7. MiniMax M325%
8. DeepSeek V4 Pro17%
9. Mistral Large 417%
10. Nemotron 3 Ultra9%

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 8

• Claude Haiku 5.5Purpose-built chat APIs and SDKs with moderation and scale for in-app chat.
• GPT-6 LunaBest overall developer experience, mature SDKs, strong moderation, and scalable in-app chat features.
• Gemini 4 ArgonBest-in-class UI kits, extreme scalability, and polished developer experience specifically built for in-app chat.
• Qwen 3.8 FlashPurpose-built chat SDKs, fastest path to production-quality live chat.
• DeepSeek V4 ProPolished chat UI kits and powerful API; ideal if you want pre-built components.
• GLM-5.3Battle-tested chat APIs and prebuilt UI; fastest path to production live chat.
• Kimi K3Purpose-built chat APIs with UI kits; fastest path to polished chat UX.
• MiniMax M3Polished chat UI components and scalable messaging backend.

Against the competition

Each question's products ranked by the share of all answers that named them, Stream 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. 11Stream29%

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	50	33	50	25	17	25	42	25	17	9

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		90	30

Head to head

Against the products named most often on the same questions

Stream vs AblyStream vs PusherStream vs PubNubStream vs Socket.IOStream vs SendbirdStream vs Supabase

Compare with another product

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