AblyvsStream
How 10 AI models weigh Ably against Stream on the 1 buying question where both came up.
- Ably
- 86%of answers named it
- Stream
- 29%of answers named it
- Placed higher
- 32–4times Ably vs Stream, over 36 model rankings that listed either
- Models leaning
- 9–0toward Ably vs Stream; 1 even
Which models prefer which
Share of each model's answers that named each product, and how often its ranking put one above the other (a product listed beats one left off) · On the 1 shared question, every wording
| Model | Ably | Stream | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 100% | 50% | 3–1 | Ably |
| GPT-6 Luna | 75% | 33% | 3–0 | Ably |
| Gemini 4 Argon | 100% | 50% | 2–2 | Even |
| Qwen 3.8 Flash | 100% | 25% | 3–1 | Ably |
| DeepSeek V4 Pro | 67% | 17% | 3–0 | Ably |
| GLM-5.3 | 92% | 25% | 4–0 | Ably |
| Kimi K3 | 83% | 42% | 4–0 | Ably |
| MiniMax M3 | 83% | 25% | 4–0 | Ably |
| Mistral Large 4 | 75% | 17% | 3–0 | Ably |
| Nemotron 3 Ultra | 82% | 9% | 3–0 | Ably |
What the models say about Ably
One reason per model, from the shared questions
- Claude Haiku 5.5
Robust global realtime messaging with presence, history, and guaranteed ordering.
- GPT-6 Luna
Reliable managed pub/sub with global realtime infrastructure, presence, history, and strong developer tooling.
- Gemini 4 Argon
Unmatched global reliability, guaranteed message ordering, and effortless scaling for enterprise pub/sub.
- Qwen 3.8 Flash
Reliable, presence-aware pub/sub with excellent developer DX.
- DeepSeek V4 Pro
Best-in-class realtime infrastructure with pub/sub, presence, and message history built for scale.
- GLM-5.3
Fully managed realtime infrastructure with low-latency delivery, scaled to match Firebase
- Kimi K3
Best-in-class realtime messaging with managed scalability and rich SDKs
- MiniMax M3
Strong pub/sub with global presence guarantees
- Mistral Large 4
Bulletproof reliability, global edge network, excellent developer experience.
- Nemotron 3 Ultra
Enterprise-grade realtime platform with guaranteed delivery
What the models say about Stream
One reason per model, from the shared questions
- Claude Haiku 5.5
Purpose-built chat APIs and SDKs with moderation and scale for in-app chat.
- GPT-6 Luna
Best overall developer experience, mature SDKs, strong moderation, and scalable in-app chat features.
- Gemini 4 Argon
Best-in-class UI kits, extreme scalability, and polished developer experience specifically built for in-app chat.
- Qwen 3.8 Flash
Purpose-built chat SDKs, fastest path to production-quality live chat.
- DeepSeek V4 Pro
Polished chat UI kits and powerful API; ideal if you want pre-built components.
- GLM-5.3
Battle-tested chat APIs and prebuilt UI; fastest path to production live chat.
- Kimi K3
Purpose-built chat APIs with UI kits; fastest path to polished chat UX.
- MiniMax M3
Polished chat UI components and scalable messaging backend.
Tracked since October 25, 2026. Each time the panel answers these questions again, both shares are added here.
Question by question
Share of all answers that named each, every wording pooled, with its place among every product named · Both-named questions first
| Question | Ably | Stream |
|---|---|---|
| Best realtime tools for web apps | 86% #1 | 29% #11 |