Real ChatGPT answer · index seedgqnXTwnhF1kcompleteB2B software · developer toolsinformational

What is the most cost effective managed PostgreSQL provider right now for indie hackers who want autoscaling without enterprise pricing?

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the most cost effective managed PostgreSQL provider right now for indie hackers who want autoscaling without enterprise pricing?
4 real searches · 1 real-search pass
managed PostgreSQL autoscaling pricing Neon Supabase Aurora Serverless Railway 2026 indie hacker cost comparisonGoogle ↗
OBSERVEDComparison
Neon pricing autoscaling scale to zero compute pricing 2026Google ↗
OBSERVEDComparison
Supabase compute autoscaling pricing 2026 PostgreSQLGoogle ↗
OBSERVEDComparison
Railway PostgreSQL pricing autoscaling 2026Google ↗
OBSERVEDOther / navigational

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 (4)
Short factOther / navigational25%Comparison75%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
managed PostgreSQL autoscaling pricing Neon Supabase Aurora Serverless Railway 2026 indie hacker cost comparison Google ↗
Neon pricing autoscaling scale to zero compute pricing 2026 Google ↗
Supabase compute autoscaling pricing 2026 PostgreSQL Google ↗
Railway PostgreSQL pricing autoscaling 2026 Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
managed PostgreSQL autoscaling pricing Neon Supabase Aurora Serverless Railway 2026 indie hacker cost comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Neon pricing autoscaling scale to zero compute pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Supabase compute autoscaling pricing 2026 PostgreSQL
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Railway PostgreSQL pricing autoscaling 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1