DigitalOceanvsSupabase

How 10 AI models weigh DigitalOcean against Supabase on the 1 buying question where both came up.

DigitalOcean
95%of answers named it
Supabase
23%of answers named it
Placed higher
38–1times DigitalOcean vs Supabase, over 39 model rankings that listed either
Models leaning
10–0toward DigitalOcean 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

ModelDigitalOceanSupabasePlaced higherLeans
Claude Haiku 5.5100%17%4–0DigitalOcean
GPT-6 Luna100%17%4–0DigitalOcean
Gemini 4 Argon100%33%4–0DigitalOcean
Qwen 3.8 Flash67%33%2–1DigitalOcean
DeepSeek V4 Pro92%17%4–0DigitalOcean
GLM-5.3100%25%4–0DigitalOcean
Kimi K3100%25%4–0DigitalOcean
MiniMax M3100%25%4–0DigitalOcean
Mistral Large 4100%33%4–0DigitalOcean
Nemotron 3 Ultra92%8%4–0DigitalOcean

What the models say about DigitalOcean

One reason per model, from the shared questions

  • Claude Haiku 5.5Simple pricing and fast setup, ideal for small teams shipping quickly.
  • GPT-6 LunaSimple pricing and approachable infrastructure make it especially practical for lean teams.
  • Gemini 4 ArgonSimple, developer-friendly cloud infrastructure with transparent, low-cost pricing ideal for bootstrapped startups.
  • Qwen 3.8 FlashTransparent pricing, great docs, very startup-friendly.
  • DeepSeek V4 ProSimple, predictable pricing with excellent developer docs; ideal for lean teams.
  • GLM-5.3Predictable low pricing, droplets and managed databases that startups understand.
  • Kimi K3Simple pricing, clean UX, and predictable infrastructure for lean engineering teams.
  • MiniMax M3Simple, affordable, and developer-friendly hosting for small teams.
  • Mistral Large 4Predictable pricing and simplicity perfect for cost-conscious startups.
  • Nemotron 3 UltraSimple pricing, developer-friendly, fast setup

What the models say about Supabase

One reason per model, from the shared questions

  • GPT-6 LunaQuickly adds hosted PostgreSQL, authentication, storage, and APIs to startups.
  • Gemini 4 ArgonOpen-source backend-as-a-service built on Postgres that accelerates MVP development with instant APIs.
  • Qwen 3.8 FlashOpen-source Firebase alternative; instant backend for MVPs.
  • DeepSeek V4 ProManaged Postgres with auth, realtime, storage—open-source Firebase alternative.
  • GLM-5.3Open-source backend stack for fast full-stack product iteration.
  • Kimi K3Managed Postgres plus auth and storage; huge value over assembling pieces.
  • MiniMax M3Managed 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

QuestionDigitalOceanSupabase
Best cloud platforms for startups95% #323% #12