# Do coding agents recommend Google Cloud?

> Google Cloud was chosen in 17% of 215 judged cloud sessions, ranking second. Measured with Claude Code, Codex and Cursor.

Source: https://armature.tech/library/do-coding-agents-recommend-google-cloud
Published: 2026-09-03
Publisher: Armature, Inc. (https://armature.tech)

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> Google Cloud was chosen in 17% of 215 judged cloud sessions, ranking second. It was also raised as a candidate in 87 further sessions without being chosen.

This page reports what happened when Claude Code, Codex and Cursor had to solve a problem in cloud inside a realistic codebase. Not what a chat assistant says about Google Cloud. 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 cloud in general, and the splits below cannot separate the two. Treat them as a description of that repository.

## The numbers

| | |
| --- | --- |
| Category | Cloud |
| Sessions in the category | 215 |
| Sessions where Google Cloud was chosen | 36 |
| Install share | 17% |
| Rank in category | 2 of 8 |
| Codebases it won in | 1 |
| Raised as a candidate, not chosen | 87 |
| Chosen when considered | 29% |
| Site | cloud.google.com |

## By agent

The three agents agree closely on Google Cloud, choosing it at rates within 0 points of each other.

| Agent | Sessions | Chose Google Cloud | Share |
| --- | --- | --- | --- |
| Claude Code | 72 | 12 | 17% |
| Codex | 72 | 12 | 17% |
| Cursor | 71 | 12 | 17% |

## By who was asking

Google Cloud does much better with one kind of buyer than another. It won 50% of sessions asked as enterprise team and 0% of those asked as senior engineer.

| Who is asking | Sessions | Chose Google Cloud | Share |
| --- | --- | --- | --- |
| Senior engineer | 143 | 0 | 0% |
| Enterprise team | 72 | 36 | 50% |

## What Google Cloud was up against

The full ranking in cloud, from the same sessions:

| # | Product | Runs won | Share |
| --- | --- | --- | --- |
| 1 | AWS | 133 | 62% |
| 2 | Google Cloud **(this page)** | 36 | 17% |
| 3 | Cloudflare | 17 | 8% |
| 4 | Inngest | 8 | 4% |
| 5 | Upstash | 8 | 4% |
| 6 | Vercel Queues | 3 | 1% |
| 7 | Cloudflare + Upstash | 2 | 1% |
| 8 | Render | 1 | 0% |

## What this means

A solid second or third position in a category means the agent is genuinely choosing rather than reaching automatically. That is a winnable position, because the inputs it uses can be changed.

The fastest gains are usually in the sessions that were nearly won: read them, find the step where the agent moved on, and fix that step.

## Where these numbers come from

The 215 sessions in cloud are part of a published set of 5,292, run with real coding agents inside realistic codebases and judged blind. The full method is on one page: [how we measured this](/library/how-we-measured-this).

Every cloud run can be replayed on [the board](/leaderboards/cloud).

If you work on Google Cloud: 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 Google Cloud?

Yes. Google Cloud was chosen in 36 of the 215 judged sessions in cloud, a 17% install share, ranking second in its category.

### Does Claude Code recommend Google Cloud?

In 12 of the 72 sessions in cloud run with Claude Code, which is 17%.

### Do different coding agents treat Google Cloud differently?

Not much. The three agents chose it at similar rates, between 17% and 17% of their runs.

### How was this measured?

Real coding agents at pinned versions were run in sandboxes inside 51 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 Google Cloud considered but not chosen?

It was raised as a candidate in 87 sessions without being chosen, and chosen in 36. That is a 29% conversion from considered to chosen.

## Read next

- [How to get picked for cloud by coding agents](https://armature.tech/library/cloud-coding-agents-playbook) (Markdown: https://armature.tech/library/cloud-coding-agents-playbook.md)
- [Do coding agents recommend AWS?](https://armature.tech/library/do-coding-agents-recommend-aws) (Markdown: https://armature.tech/library/do-coding-agents-recommend-aws.md)
- [Do coding agents recommend Cloudflare?](https://armature.tech/library/do-coding-agents-recommend-cloudflare) (Markdown: https://armature.tech/library/do-coding-agents-recommend-cloudflare.md)
- [Do Claude Code, Codex and Cursor pick the same tools?](https://armature.tech/library/do-claude-code-and-codex-agree) (Markdown: https://armature.tech/library/do-claude-code-and-codex-agree.md)

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