From the experiment

Do coding agents recommend Sentry?

Sentry is the most chosen observability tool, taking 36% of 593 judged observability sessions.

Published October 14, 2026 Read as Markdown

Sentry is the most chosen observability tool, taking 36% of 593 judged observability sessions. It was also raised as a candidate in 184 further sessions without being chosen.

This page reports what happened when Claude Code, Codex, Cursor, Grok Build CLI and Muse Code had to solve a problem in observability inside a realistic codebase. Not what a chat assistant says about Sentry. What an agent actually installed.

The numbers

CategoryObservability
Sessions in the category593
Sessions where Sentry was chosen211
Install share36%
Rank in category1 of 21
Codebases it won in7
Raised as a candidate, not chosen184
Chosen when considered53%
Sitesentry.io

By agent

The agents treat Sentry very differently. Cursor chose it in 45% of its sessions in this category and Codex in 23%, a spread of 22 points. Grok Build CLI ran fewer than 30 sessions here, too few to compare.

AgentSessionsChose SentryShare
Claude Code1505235%
Codex1804223%
Cursor1506845%
Grok Build CLI24938%
Muse Code894045%

A single blended install share would report the midpoint and hide both ends. If most of your users run Codex, your real position here is 23%, not 36%.

By who was asking

Sentry does much better with one kind of buyer than another. It won 85% of sessions asked as junior developer and 5% of those asked as vibe coder.

Who is askingSessionsChose SentryShare
Vibe coder2015%
Junior developer201785%
Senior engineer49318838%
Enterprise team6058%

What Sentry was up against

The full ranking in observability, from the same sessions:

#ProductRuns wonShare
1Sentry (this page)21136%
2Grafana8615%
3Amazon CloudWatch5910%
4Built in-house (no product adopted)417%
5Better Stack264%
6Checkly254%
7New Relic244%
8Datadog244%

What this means

Leading a category is a position to defend rather than a result to celebrate. In our data, leaders lose ground in exactly two situations: when the person asking is an enterprise buyer with procurement constraints, and when a competitor's documentation is easier for an agent to integrate correctly.

The defence is unglamorous. Keep the quickstart running. Keep the version current on the page. Keep the names aligned. Stay in the templates.

Where these numbers come from

The 593 sessions in observability 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 observability run can be replayed on the board.

If you work on Sentry: 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 Sentry?

Yes. Sentry was chosen in 211 of the 593 judged sessions in observability, a 36% install share, ranking first in its category.

Does Claude Code recommend Sentry?

In 52 of the 150 sessions in observability run with Claude Code, which is 35%.

Do different coding agents treat Sentry differently?

Yes, and by a wide margin. Cursor chose it in 45% of its runs and Codex in 23%.

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 Sentry considered but not chosen?

It was raised as a candidate in 184 sessions without being chosen, and chosen in 211. That is a 53% 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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