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Is it cheaper to run a high throughput PostgreSQL database on Azure Database for PostgreSQL or directly on Azure Virtual Machines with managed disks?

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it cheaper to run a high throughput PostgreSQL database on Azure Database for PostgreSQL or directly on Azure Virtual Machines with managed disks?
3 real searches · 1 real-search pass
Azure Database for PostgreSQL Flexible Server pricing compute storage IOPS high availability official pricing 2026Google ↗
OBSERVEDOther / navigational
Azure Virtual Machines pricing managed disks Premium SSD v2 Ultra Disk pricing official Azure 2026Google ↗
OBSERVEDComparison
Azure Database for PostgreSQL Flexible Server performance tiers storage IOPS throughput pricing docsGoogle ↗
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 / navigational33%Comparison67%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
Azure Database for PostgreSQL Flexible Server pricing compute storage IOPS high availability official pricing 2026 Google ↗
Azure Virtual Machines pricing managed disks Premium SSD v2 Ultra Disk pricing official Azure 2026 Google ↗
Azure Database for PostgreSQL Flexible Server performance tiers storage IOPS throughput pricing docs Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Azure Database for PostgreSQL Flexible Server pricing compute storage IOPS high availability official pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Azure Virtual Machines pricing managed disks Premium SSD v2 Ultra Disk pricing official Azure 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Azure Database for PostgreSQL Flexible Server performance tiers storage IOPS throughput pricing docs
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1