Real ChatGPT answer · index seed6iNIetzBLGkcompleteB2B software · cloud hostingcomparison

Which cloud provider is least likely to surprise me with a massive monthly bill when I am just learning how to host a database?

ChatGPTgpt-64 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which cloud provider is least likely to surprise me with a massive monthly bill when I am just learning how to host a database?
4 real searches · 1 real-search pass
beginner managed database pricing spending limits hard cap monthly bill DigitalOcean managed database pricing 2026Google ↗
OBSERVEDComparison
Neon pricing usage limits spend limits 2026 databaseGoogle ↗
OBSERVEDOther / navigational
Supabase pricing spend cap database 2026Google ↗
OBSERVEDReason
AWS RDS pricing cost components data transfer backup storage NAT gateway billing 2026Google ↗
OBSERVEDComparison

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%Comparison50%ConsequenceReason25%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 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
beginner managed database pricing spending limits hard cap monthly bill DigitalOcean managed database pricing 2026 Google ↗
Neon pricing usage limits spend limits 2026 database Google ↗
Supabase pricing spend cap database 2026 Google ↗
AWS RDS pricing cost components data transfer backup storage NAT gateway billing 2026 Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
beginner managed database pricing spending limits hard cap monthly bill DigitalOcean managed database pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Neon pricing usage limits spend limits 2026 database
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Supabase pricing spend cap database 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
AWS RDS pricing cost components data transfer backup storage NAT gateway billing 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1