Real ChatGPT answer · index seedUwIvMN1JOmgcompleteB2B software · developer toolsbrand

What are the hidden costs of using Supabase for authentication and file storage compared to building a custom backend on AWS

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the hidden costs of using Supabase for authentication and file storage compared to building a custom backend on AWS
2 real searches · 1 real-search pass
Supabase official pricing Pro plan storage bandwidth MAU auth pricing 2026Google ↗
OBSERVEDComparison
AWS Cognito pricing monthly active users S3 pricing requests storage data transfer officialGoogle ↗
OBSERVEDReason

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)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
Supabase official pricing Pro plan storage bandwidth MAU auth pricing 2026 Google ↗
AWS Cognito pricing monthly active users S3 pricing requests storage data transfer official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Supabase official pricing Pro plan storage bandwidth MAU auth pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
AWS Cognito pricing monthly active users S3 pricing requests storage data transfer official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1