AWSvsVercel
How 10 AI models weigh AWS against Vercel on the 1 buying question where both came up.
- AWS
- 96%of answers named it
- Vercel
- 95%of answers named it
- Placed higher
- 36–4times AWS vs Vercel, over 40 model rankings that listed either
- Models leaning
- 10–0toward AWS vs Vercel
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 | AWS | Vercel | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 100% | 100% | 4–0 | AWS |
| GPT-6 Luna | 100% | 100% | 4–0 | AWS |
| Gemini 4 Argon | 100% | 100% | 3–1 | AWS |
| Qwen 3.8 Flash | 67% | 100% | 3–1 | AWS |
| DeepSeek V4 Pro | 100% | 100% | 4–0 | AWS |
| GLM-5.3 | 100% | 100% | 4–0 | AWS |
| Kimi K3 | 100% | 100% | 4–0 | AWS |
| MiniMax M3 | 100% | 83% | 4–0 | AWS |
| Mistral Large 4 | 100% | 100% | 3–1 | AWS |
| Nemotron 3 Ultra | 92% | 67% | 3–1 | AWS |
What the models say about AWS
One reason per model, from the shared questions
- Claude Haiku 5.5
Deepest service catalog and startup credits; the default choice for most startups.
- GPT-6 Luna
Broadest service ecosystem, global reach, and mature startup credits make it a versatile default.
- Gemini 4 Argon
Unmatched service breadth, industry-standard scalability, and massive startup credit programs.
- Qwen 3.8 Flash
Deepest services, best pricing tools, massive startup ecosystem.
- DeepSeek V4 Pro
Unmatched service breadth, global reach, and startup credits make it the default choice.
- GLM-5.3
Deepest service catalog, free credits, and scaling headroom as the startup grows.
- Kimi K3
Broadest services, deepest ecosystem, proven scale, and generous startup credits.
- MiniMax M3
Industry leader with unmatched scalability, services, and startup credits.
- Mistral Large 4
Unmatched global scale, breadth of services, and startup credits program.
- Nemotron 3 Ultra
Mature services, startup credits, global reach
What the models say about Vercel
One reason per model, from the shared questions
- Claude Haiku 5.5
Best-in-class for frontend and Next.js apps with preview deployments.
- GPT-6 Luna
Outstanding deployment workflow for frontend and full-stack web startups, especially those using Next.js.
- Gemini 4 Argon
Unbeatable developer experience and instant global deployment for modern frontend and serverless apps.
- Qwen 3.8 Flash
Zero-config frontend deploys; ideal for early product speed.
- DeepSeek V4 Pro
The go-to for frontend and Next.js deployments; zero-config deploys with edge network.
- GLM-5.3
Fastest path to production for frontend and Next.js apps with zero ops.
- Kimi K3
Fastest path for modern web startups, with superb frontend deployment workflow.
- MiniMax M3
Best-in-class frontend hosting for Next.js and modern web apps.
- Mistral Large 4
Effortless frontend deployment with automatic scaling and edge network.
- Nemotron 3 Ultra
Best for frontend/Next.js, edge network, zero config
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 | AWS | Vercel |
|---|---|---|
| Best cloud platforms for startups | 96% #2 | 95% #3 |