AWSvsSupabase
How 10 AI models weigh AWS against Supabase on the 1 buying question where both came up.
- AWS
- 96%of answers named it
- Supabase
- 23%of answers named it
- Placed higher
- 40–0times AWS vs Supabase, over 40 model rankings that listed either
- Models leaning
- 10–0toward AWS vs Supabase
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 | Supabase | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 100% | 17% | 4–0 | AWS |
| GPT-6 Luna | 100% | 17% | 4–0 | AWS |
| Gemini 4 Argon | 100% | 33% | 4–0 | AWS |
| Qwen 3.8 Flash | 67% | 33% | 4–0 | AWS |
| DeepSeek V4 Pro | 100% | 17% | 4–0 | AWS |
| GLM-5.3 | 100% | 25% | 4–0 | AWS |
| Kimi K3 | 100% | 25% | 4–0 | AWS |
| MiniMax M3 | 100% | 25% | 4–0 | AWS |
| Mistral Large 4 | 100% | 33% | 4–0 | AWS |
| Nemotron 3 Ultra | 92% | 8% | 4–0 | 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 Supabase
One reason per model, from the shared questions
- GPT-6 Luna
Quickly adds hosted PostgreSQL, authentication, storage, and APIs to startups.
- Gemini 4 Argon
Open-source backend-as-a-service built on Postgres that accelerates MVP development with instant APIs.
- Qwen 3.8 Flash
Open-source Firebase alternative; instant backend for MVPs.
- DeepSeek V4 Pro
Managed Postgres with auth, realtime, storage—open-source Firebase alternative.
- GLM-5.3
Open-source backend stack for fast full-stack product iteration.
- Kimi K3
Managed Postgres plus auth and storage; huge value over assembling pieces.
- MiniMax M3
Managed Postgres plus auth, storage, and realtime in one platform.
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 | Supabase |
|---|---|---|
| Best cloud platforms for startups | 96% #2 | 23% #12 |