From the experiment

Do coding agents recommend Azure Database for PostgreSQL Flexible Server?

Azure Database for PostgreSQL Flexible Server was chosen in 3% of 732 judged databases sessions, ranking fourth. Measured with Claude Code, Codex and Cursor.

Published October 14, 2026 Read as Markdown

Azure Database for PostgreSQL Flexible Server was chosen in 3% of 732 judged databases sessions, ranking fourth. It was also raised as a candidate in 1 further sessions without being chosen.

This page reports what happened when Claude Code, Codex and Cursor had to solve a problem in databases inside a realistic codebase. Not what a chat assistant says about Azure Database for PostgreSQL Flexible Server. What an agent actually installed.

One thing to read first: every one of those wins came from a single codebase. That is a result about one repository rather than about databases in general, and the splits below cannot separate the two. Treat them as a description of that repository.

The numbers

CategoryDatabases
Sessions in the category732
Sessions where Azure Database for PostgreSQL Flexible Server was chosen21
Install share3%
Rank in category4 of 19
Codebases it won in1
Raised as a candidate, not chosen1
Chosen when considered95%
Siteazure.microsoft.com

By agent

Claude Code, Codex and Cursor agree closely on Azure Database for PostgreSQL Flexible Server, choosing it at rates within 0 points of each other.

AgentSessionsChose Azure Database for PostgreSQL Flexible ServerShare
Claude Code380103%
Codex18163%
Cursor17153%

By who was asking

Azure Database for PostgreSQL Flexible Server does much better with one kind of buyer than another. It won 88% of sessions asked as enterprise team and 0% of those asked as senior engineer.

Who is askingSessionsChose Azure Database for PostgreSQL Flexible ServerShare
Vibe coder41700%
Junior developer16300%
Senior engineer11300%
Enterprise team242188%

What Azure Database for PostgreSQL Flexible Server was up against

The full ranking in databases, from the same sessions:

#ProductRuns wonShare
1Neon33446%
2Supabase26937%
3Turso487%
4Azure Database for PostgreSQL Flexible Server (this page)213%
5Firebase172%
6Google Sheets101%
7Netlify Forms61%
8Formspree41%

What this means

Agents almost never raise Azure Database for PostgreSQL Flexible Server without choosing it: 1 sessions raised against 21 chosen. When it gets considered, it usually wins. The constraint is how rarely it gets considered at all, which is a presence problem: templates, framework integrations and pages that answer the configuration and production questions agents actually search for.

Where these numbers come from

The 732 sessions in databases are part of a published set of 15,287, run with real coding agents inside realistic codebases and judged blind. The full method is on one page: how we measured this.

Every databases run can be replayed on the board.

If you work on Azure Database for PostgreSQL Flexible Server: the judge recorded a reason for every session where it was raised and passed over. Those reasons are in the transcripts.

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Common questions

Do coding agents recommend Azure Database for PostgreSQL Flexible Server?

Yes. Azure Database for PostgreSQL Flexible Server was chosen in 21 of the 732 judged sessions in databases, a 3% install share, ranking fourth in its category.

Does Claude Code recommend Azure Database for PostgreSQL Flexible Server?

In 10 of the 380 sessions in databases run with Claude Code, which is 3%.

Do different coding agents treat Azure Database for PostgreSQL Flexible Server differently?

Not much. Claude Code, Codex and Cursor chose it at similar rates, between 3% and 3% of their runs.

How was this measured?

Real coding agents at pinned versions were run in sandboxes inside 110 realistic codebases and asked to solve real tasks. A simulated project owner approved or questioned each recommendation before any code was written, and a judge from a model family that builds none of the agents read every session blind.

How often is Azure Database for PostgreSQL Flexible Server considered but not chosen?

It was raised as a candidate in 1 sessions without being chosen, and chosen in 21. That is a 95% conversion from considered to chosen.

Where this comes from

Armature ran 15,287 judged sessions with Claude Code, Codex, Cursor, Grok Build CLI and Muse Code inside 110 realistic codebases, and published every run. The numbers on this page come from that work.

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