“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.
10
AI Models
34
Snapshots
116
Brands Detected
74
Sources Cited
87 brands come up when 10 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
10 models queried · Last scanned Jun 15
Unanimous
10/10 models recommend AWS
ChatGPT
Claude
DeepSeek
Gemini
Grok
Perplexity| Brand | ChatGPT | Claude | DeepSeek | Ddeepseek-chat | Gemini | Ggemini-3-flash | Ggpt-5 | Grok | Ggrok-4-1-fast | Perplexity | Total |
|---|---|---|---|---|---|---|---|---|---|---|---|
 AWS | 10/10 | ||||||||||
 Neon | 10/10 | ||||||||||
 PostgreSQL | 10/10 | ||||||||||
 Postgres | 10/10 | ||||||||||
 Supabase | 10/10 | ||||||||||
 AWS RDS | 9/10 | ||||||||||
 SQL | 9/10 | ||||||||||
 DigitalOcean | 8/10 | ||||||||||
 GCP | 8/10 | ||||||||||
 Google | 8/10 | ||||||||||
 Google Cloud | 8/10 | ||||||||||
 Aiven | 8/10 | ||||||||||
 Aurora | 7/10 | ||||||||||
 Cloud SQL | 7/10 | ||||||||||
 Fully | 7/10 | ||||||||||
 Google Cloud SQL | 7/10 | ||||||||||
 Azure | 7/10 | ||||||||||
 Teams | 6/10 | ||||||||||
 Northflank | 5/10 | ||||||||||
 Render | 5/10 | ||||||||||
 pgvector | 5/10 | ||||||||||
 Heroku | 4/10 | ||||||||||
 Heroku Postgres | 4/10 | ||||||||||
 SaaS | 4/10 | ||||||||||
 HIPAA | 4/10 | ||||||||||
 Amazon | 4/10 | ||||||||||
 Azure Database | 4/10 | ||||||||||
 Cloud SQL for PostgreSQL | 4/10 | ||||||||||
 RDS for PostgreSQL | 4/10 | ||||||||||
 Ease | 3/10 | ||||||||||
 PlanetScale | 3/10 | ||||||||||
 AlloyDB | 3/10 | ||||||||||
 Crunchy Bridge | 3/10 | ||||||||||
 Firebase | 3/10 | ||||||||||
 amazon.com | 3/10 | ||||||||||
 Instaclustr | 3/10 | ||||||||||
 collaboration | 2/10 | ||||||||||
 CI/CD | 2/10 | ||||||||||
 Crunchy Data | 2/10 | ||||||||||
 Gold | 2/10 | ||||||||||
 Next.js | 2/10 | ||||||||||
 Railway | 2/10 | ||||||||||
 SOC 2 | 2/10 | ||||||||||
 Docs | 2/10 | ||||||||||
 Microsoft | 2/10 | ||||||||||
 OpenAI | 2/10 | ||||||||||
 microsoft.com | 2/10 | ||||||||||
 Aurora PostgreSQL | 2/10 | ||||||||||
 Reddit | 2/10 | ||||||||||
 reddit.com | 2/10 | ||||||||||
 Amazon RDS | 2/10 | ||||||||||
 Amazon Aurora | 2/10 | ||||||||||
 Git | 2/10 | ||||||||||
 ElephantSQL | 2/10 | ||||||||||
 Balance | 1/10 | ||||||||||
 Kamatera | 1/10 | ||||||||||
 SAFe | 1/10 | ||||||||||
 Box | 1/10 | ||||||||||
 Docker | 1/10 | ||||||||||
 Tembo | 1/10 | ||||||||||
 Vercel | 1/10 | ||||||||||
 Vercel Postgres | 1/10 | ||||||||||
 Azure Database for PostgreSQL | 1/10 | ||||||||||
 Azure Database for PostgreSQL Flexible Server | 1/10 | ||||||||||
 Plane | 1/10 | ||||||||||
 CloudWatch | 1/10 | ||||||||||
 Excel | 1/10 | ||||||||||
 bytebase | 1/10 | ||||||||||
 Gemini | 1/10 | ||||||||||
 Close | 1/10 | ||||||||||
 IBM | 1/10 | ||||||||||
 Instantly | 1/10 | ||||||||||
 Python | 1/10 | ||||||||||
 Wire | 1/10 | ||||||||||
 AlloyDB for PostgreSQL | 1/10 | ||||||||||
 Amazon Aurora PostgreSQL | 1/10 | ||||||||||
 Azure Cosmos DB | 1/10 | ||||||||||
 Azure Cosmos DB for PostgreSQL | 1/10 | ||||||||||
 Microsoft Azure | 1/10 | ||||||||||
 PostGIS | 1/10 | ||||||||||
 Target | 1/10 | ||||||||||
 Windows | 1/10 | ||||||||||
 Koyeb | 1/10 | ||||||||||
 Memory | 1/10 | ||||||||||
 InMotion | 1/10 | ||||||||||
 InMotion Hosting | 1/10 | ||||||||||
 ScaleGrid | 1/10 |
Key Quotes
Claude“For enterprise teams, AWS RDS or Google Cloud SQL remain the safe choice with the compliance and integration features that larger organizations require.”
“- Enterprise/High Availability: AWS RDS or Google Cloud SQL.”
DeepSeek“northflank.com, digitalocean.com A final note from the experts at Bytebase: "In 2025, PostgreSQL hosting ranges from flexible cloud platforms (AWS, GCP, Azure) to simple, developer-focused options (Neon, PlanetScale, Supabase, Aiven, etc.).”
“Best for High-Scale Enterprise: AWS RDS / Aurora For large-scale applications where 99.99% uptime and deep compliance (HIPAA, PCI) are non-negotiable, AWS RDS (Relational Database Service) remains the industry standard.”
Gemini“Google Cloud SQL & AlloyDB How it works: AlloyDB is GCP’s answer to Aurora, claiming up to 4x faster performance than standard Postgres for transactional workloads and up to 100x faster for analytical queries.”
Developer Infrastructure brand rankings
Brands ranked by how many AI models mention them. Trend shows change since the last scan.
DGGGDGGGDGGGDGGGDGGGDGGDGGGGGGDGGDGGDGGGGDGGGGDGGGGDGDGGGGGDDGGGGGGGGDeveloper 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.
Claude started mentioning Google Cloud SQLClaude rank changed for FullyClaude rank changed for PostgresClaude rank changed for Heroku PostgresClaude rank changed for DigitalOceanClaude rank changed for collaborationClaude rank changed for GCPClaude rank changed for GoogleClaude rank changed for Google CloudClaude rank changed for TeamsWhere 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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