Real ChatGPT answer · index seedoE6lw5K3d0scompleteB2B software · cloud hostingcommercial

Looking for reviews and performance comparisons of the top managed PostgreSQL hosting providers that scale smoothly beyond one hundred thousand IOPS.

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for reviews and performance comparisons of the top managed PostgreSQL hosting providers that scale smoothly beyond one hundred thousand IOPS.
3 real searches · 1 real-search pass
managed PostgreSQL providers benchmark 100k IOPS Aurora AlloyDB Neon Crunchy Bridge Aiven performance comparisonGoogle ↗
OBSERVEDComparison
PostgreSQL managed database high IOPS benchmark 100000 IOPS storage throughput AWS Aurora AlloyDB Azure Flexible ServerGoogle ↗
OBSERVEDComparison
managed PostgreSQL reviews performance benchmark 2025 2026 Crunchy Bridge Tembo Supabase NeonGoogle ↗
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 (3)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
managed PostgreSQL providers benchmark 100k IOPS Aurora AlloyDB Neon Crunchy Bridge Aiven performance comparison Google ↗
PostgreSQL managed database high IOPS benchmark 100000 IOPS storage throughput AWS Aurora AlloyDB Azure Flexible Server Google ↗
managed PostgreSQL reviews performance benchmark 2025 2026 Crunchy Bridge Tembo Supabase Neon Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
managed PostgreSQL providers benchmark 100k IOPS Aurora AlloyDB Neon Crunchy Bridge Aiven performance comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
PostgreSQL managed database high IOPS benchmark 100000 IOPS storage throughput AWS Aurora AlloyDB Azure Flexible Server
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
managed PostgreSQL reviews performance benchmark 2025 2026 Crunchy Bridge Tembo Supabase Neon
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1