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Which cloud database offers the best free tier with an easy upgrade path that will not shock us with sudden bills next month?

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which cloud database offers the best free tier with an easy upgrade path that will not shock us with sudden bills next month?
1 real search · 1 real-search pass
2026 cloud database free tier pricing limits overage billing spend limits Neon Supabase MongoDB Atlas Firebase Turso official pricingGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
2026 cloud database free tier pricing limits overage billing spend limits Neon Supabase MongoDB Atlas Firebase Turso official pricing Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 cloud database free tier pricing limits overage billing spend limits Neon Supabase MongoDB Atlas Firebase Turso official pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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