# Do coding agents recommend Prism?

> Prism was chosen in 4% of 681 judged agent frameworks sessions, ranking fifth. Measured with Claude Code, Codex and Cursor.

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

---

> Prism was chosen in 4% of 681 judged agent frameworks sessions, ranking fifth. It was also raised as a candidate in 11 further sessions without being chosen.

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

## The numbers

| | |
| --- | --- |
| Category | Agent frameworks |
| Sessions in the category | 681 |
| Sessions where Prism was chosen | 28 |
| Install share | 4% |
| Rank in category | 5 of 35 |
| Codebases it won in | 1 |
| Raised as a candidate, not chosen | 11 |
| Chosen when considered | 72% |
| Site | prismphp.com |

## By agent

The three agents agree closely on Prism, choosing it at rates within 5 points of each other.

| Agent | Sessions | Chose Prism | Share |
| --- | --- | --- | --- |
| Claude Code | 237 | 14 | 6% |
| Codex | 243 | 11 | 5% |
| Cursor | 201 | 3 | 1% |

## By who was asking

Prism does much better with one kind of buyer than another. It won 18% of sessions asked as junior developer and 0% of those asked as enterprise team.

| Who is asking | Sessions | Chose Prism | Share |
| --- | --- | --- | --- |
| Vibe coder | 163 | 0 | 0% |
| Junior developer | 157 | 28 | 18% |
| Senior engineer | 254 | 0 | 0% |
| Enterprise team | 107 | 0 | 0% |

## What Prism was up against

The full ranking in agent frameworks, from the same sessions:

| # | Product | Runs won | Share |
| --- | --- | --- | --- |
| 1 | Built in-house (no product adopted) | 170 | 25% |
| 2 | Vercel AI SDK | 95 | 14% |
| 3 | Cursor SDK | 94 | 14% |
| 4 | Inngest | 50 | 7% |
| 5 | Temporal | 29 | 4% |
| 6 | Prism **(this page)** | 28 | 4% |
| 7 | OpenAI Agents SDK | 24 | 4% |
| 8 | LangGraph | 23 | 3% |

## What this means

Agents almost never raise Prism without choosing it: 11 sessions raised against 28 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 681 sessions in agent frameworks 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 agent frameworks run can be replayed on [the board](/leaderboards/agent-frameworks).

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

<!-- generated by scripts/write-data-pages.mjs -->

## Common questions

### Do coding agents recommend Prism?

Yes. Prism was chosen in 28 of the 681 judged sessions in agent frameworks, a 4% install share, ranking fifth in its category.

### Does Claude Code recommend Prism?

In 14 of the 237 sessions in agent frameworks run with Claude Code, which is 6%.

### Do different coding agents treat Prism differently?

Not much. The three agents chose it at similar rates, between 1% and 6% 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 Prism considered but not chosen?

It was raised as a candidate in 11 sessions without being chosen, and chosen in 28. That is a 72% conversion from considered to chosen.

## Read next

- [How to get picked for agent frameworks by coding agents](https://armature.tech/library/agent-frameworks-coding-agents-playbook) (Markdown: https://armature.tech/library/agent-frameworks-coding-agents-playbook.md)
- [Do coding agents recommend Vercel AI SDK?](https://armature.tech/library/do-coding-agents-recommend-vercel-ai-sdk) (Markdown: https://armature.tech/library/do-coding-agents-recommend-vercel-ai-sdk.md)
- [Do coding agents recommend Cursor SDK?](https://armature.tech/library/do-coding-agents-recommend-cursor-sdk) (Markdown: https://armature.tech/library/do-coding-agents-recommend-cursor-sdk.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)

---

Armature helps software products get discovered and used by coding agents.
Service: https://armature.tech/discoverability · Results: https://armature.tech/leaderboards/sectors · Contact: contact@armature.tech
