“Best database hosting for Postgres”
Which brands do AI models actually recommend for this developer infrastructure question? We re-run this regularly and track how the answers shift.
6
AI Models
24
Snapshots
96
Brands Detected
64
Sources Cited
67 brands come up when 6 AI models answer “Best database hosting for Postgres”. We re-run this prompt every few days with web search on across ChatGPT, Claude, Gemini, Grok, DeepSeek, and Perplexity.
What AI models recommend
6 models queried · Last scanned Apr 15
Unanimous
6/6 models recommend AWS
ChatGPT
Claude
DeepSeek
Gemini
Grok
Perplexity| Brand | ChatGPT | Claude | DeepSeek | Gemini | Grok | Perplexity | Total |
|---|---|---|---|---|---|---|---|
 AWS | 6/6 | ||||||
 AWS RDS | 6/6 | ||||||
 DigitalOcean | 6/6 | ||||||
 GCP | 6/6 | ||||||
 Neon | 6/6 | ||||||
 PostgreSQL | 6/6 | ||||||
 Postgres | 6/6 | ||||||
 Supabase | 6/6 | ||||||
 Azure | 5/6 | ||||||
 Google | 5/6 | ||||||
 Google Cloud | 5/6 | ||||||
 SQL | 5/6 | ||||||
 Teams | 5/6 | ||||||
 Google Cloud SQL | 4/6 | ||||||
 Northflank | 4/6 | ||||||
 Aiven | 4/6 | ||||||
 SaaS | 3/6 | ||||||
 Amazon | 3/6 | ||||||
 amazon.com | 3/6 | ||||||
 Aurora | 3/6 | ||||||
 Render | 3/6 | ||||||
 pgvector | 3/6 | ||||||
 RDS for PostgreSQL | 2/6 | ||||||
 Crunchy Bridge | 2/6 | ||||||
 Crunchy Data | 2/6 | ||||||
 HIPAA | 2/6 | ||||||
 SOC2 | 2/6 | ||||||
 Fully | 2/6 | ||||||
 Heroku Postgres | 2/6 | ||||||
 ElephantSQL | 2/6 | ||||||
 Instaclustr | 2/6 | ||||||
 CLEAR | 1/6 | ||||||
 GitHub | 1/6 | ||||||
 IONOS | 1/6 | ||||||
 Railway | 1/6 | ||||||
 collaboration | 1/6 | ||||||
 PlanetScale | 1/6 | ||||||
 Away | 1/6 | ||||||
 CI/CD | 1/6 | ||||||
 Firebase | 1/6 | ||||||
 Git | 1/6 | ||||||
 Later | 1/6 | ||||||
 Next.js | 1/6 | ||||||
 Vercel | 1/6 | ||||||
 AlloyDB | 1/6 | ||||||
 AlloyDB for PostgreSQL | 1/6 | ||||||
 Amazon Aurora | 1/6 | ||||||
 Amazon Aurora PostgreSQL | 1/6 | ||||||
 Amazon RDS | 1/6 | ||||||
 Aurora PostgreSQL | 1/6 | ||||||
 Azure Database | 1/6 | ||||||
 Cloud SQL | 1/6 | ||||||
 Cloud SQL for PostgreSQL | 1/6 | ||||||
 Docs | 1/6 | ||||||
 Microsoft | 1/6 | ||||||
 OpenAI | 1/6 | ||||||
 PDF | 1/6 | ||||||
 PostGIS | 1/6 | ||||||
 SSL | 1/6 | ||||||
 microsoft.com | 1/6 | ||||||
 Ease | 1/6 | ||||||
 Koyeb | 1/6 | ||||||
 Reddit | 1/6 | ||||||
 reddit.com | 1/6 | ||||||
 InMotion | 1/6 | ||||||
 InMotion Hosting | 1/6 | ||||||
 ScaleGrid | 1/6 |
Key Quotes
Claude Sonnet 4.6Claude“🌐 Google Cloud SQL — Best for GCP Ecosystems Google Cloud SQL, Supabase, and IONOS consistently top 2026 rankings for reliability and features.”
DeepSeek V3.2DeepSeek“- Enterprise Teams: AWS RDS, Google Cloud SQL, or Azure Database for PostgreSQL.”
Gemini 3 FlashGemini“Best for Simplicity & Budget: DigitalOcean or Render If you want a managed database without the complexity of AWS or the opinionated nature of Supabase.”
GPT-5ChatGPT“Google Cloud: Cloud SQL for PostgreSQL (lowest‑friction managed Postgres).”
Grok 4.1 FastGrok“For startups and developers, Neon and Supabase often top lists for their serverless ease, free tiers, and features like branching or realtime.()() Enterprises favor AWS RDS, Google Cloud SQL, or Azure for reliability and ecosystem integration.() Here's a breakdown of top options…”
Developer Infrastructure brand rankings
Brands ranked by how many AI models mention them. Trend shows change since the last scan.
Developer Infrastructure brand visibility over time
Track how brand mentions shift across AI models over time.
What changed and when
Every brand addition, removal, and citation change logged with timestamps.
grok-4-1-fast rank changed for Aivengpt-5 started mentioning HIPAAgpt-5 started mentioning Docsgpt-5 started mentioning SOC 2gpt-5 started mentioning PostgreSQLgpt-5 started mentioning microsoft.comgpt-5 stopped mentioning Databricksgpt-5 stopped mentioning Crunchy Datagpt-5 stopped mentioning EDB BigAnimalgpt-5 stopped mentioning AWS RDSWhere AI models get their sources
Domains cited by AI models when answering this prompt, ranked by how many models reference them.
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