MongoDB AtlasvsSupabase

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

MongoDB Atlas
25%of answers named it
Supabase
76%of answers named it
Placed higher
6–27times MongoDB Atlas vs Supabase, over 33 model rankings that listed either
Models leaning
0–8toward MongoDB Atlas vs Supabase; 2 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

ModelMongoDB AtlasSupabasePlaced higherLeans
Claude Haiku 5.525%42%0–2Supabase
GPT-6 Luna25%100%1–3Supabase
Gemini 4 Argon25%100%0–4Supabase
Qwen 3.8 Flash25%83%0–4Supabase
DeepSeek V4 Pro25%92%0–4Supabase
GLM-5.325%92%1–3Supabase
Kimi K325%33%1–1Even
MiniMax M325%75%1–2Supabase
Mistral Large 425%92%1–3Supabase
Nemotron 3 Ultra20%50%1–1Even

What the models say about MongoDB Atlas

One reason per model, from the shared questions

  • Claude Haiku 5.5Mature managed document database with broad tooling and multi-cloud availability.
  • GPT-6 LunaPolished global document database with dependable automation and a rich ecosystem.
  • Gemini 4 ArgonThe definitive managed document database with seamless multi-cloud scaling and built-in vector search.
  • Qwen 3.8 FlashThe only sane way to run managed MongoDB at any scale.
  • DeepSeek V4 ProThe managed MongoDB standard, global clusters, and excellent search capabilities.
  • GLM-5.3The default managed NoSQL choice; excellent tooling and global deployment.
  • Kimi K3The mature managed MongoDB with search, charts, and global clusters
  • MiniMax M3Best document DB hosting, generous free tier, strong operational tooling.
  • Mistral Large 4Fully managed, multi-cloud, great developer experience for document workloads at any scale.

What the models say about Supabase

One reason per model, from the shared questions

  • Claude Haiku 5.5Postgres-based backend with auth and APIs, speeding up web app development.
  • GPT-6 LunaManaged PostgreSQL plus authentication, APIs, and realtime features speeds up product development.
  • Gemini 4 ArgonCombines PostgreSQL power with built-in authentication, APIs, and real-time features for rapid development.
  • Qwen 3.8 FlashPostgres plus auth/storage/realtime; fastest path to a web backend.
  • DeepSeek V4 ProPostgres with built-in APIs, auth, and realtime subscriptions—great for rapid prototyping.
  • GLM-5.3Postgres-as-a-service with auth and APIs for fast web app launches.
  • Kimi K3Postgres plus auth, storage, and realtime at unbeatable value
  • MiniMax M3Managed Postgres with auth, storage, and realtime out of the box.
  • Mistral Large 4Postgres-powered backend-as-a-service with auth, realtime, and storage built-in.
  • Nemotron 3 UltraPostgreSQL backend with instant APIs and auth

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