Which cloud database provider offers the most cost effective serverless scaling for an early stage B2B software startup?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which cloud database provider offers the most cost effective serverless scaling for an early stage B2B software startup?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Neon pricing serverless Postgres scale to zero 2026; Supabase pricing compute pausing 2026; AWS Aurora Serverless v2 pricing 2026 Google ↗
2026 serverless PostgreSQL database pricing Neon Supabase Aurora Serverless v2 pricing comparison startup Google ↗
- website/content/faqs/managed-postgres-services-pay-active-compute.md at main · neondatabase/website · github.com
- Major compute price reduction on Neon · neon.com
- Manage Compute usage · supabase.com
- website/content/faqs/postgres-databases-vector-embeddings-scale-to-zero.md at main · neondatabase/website · github.com
- PostgreSQL Hosting Options in 2026: Pricing Comparison · bytebase.com
- Where to host Postgres in 2026: RDS, Neon, Supabase and 20 more · dbggr.dev
- Neon pricing · neon.com
- Supabase pricing · supabase.com
- Aurora pricing · aws.amazon.com
- PlanetScale pricing · planetscale.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Neon pricing serverless Postgres scale to zero 2026; Supabase pricing compute pausing 2026; AWS Aurora Serverless v2 pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2026 serverless PostgreSQL database pricing Neon Supabase Aurora Serverless v2 pricing comparison startup OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |