# Model Quality, measured on your own PRs

> Model Quality now rates each model by the share of its pull requests that drew a critical finding, so a model with 1 critical comment in 23 PRs reads 4%.

Source: https://entelligence.ai/changelog/2026-07-24-model-quality-on-your-own-prs
Updated: 2026-07-24

Jul 24, 2026 · Agent Insights

Model Quality compares the models your team codes with on the pull requests they actually produced. Each rate shows the sample behind it, so a small sample can never pass for a verdict.

## Critical PRs, counted per pull request

The critical column now counts the share of a model's pull requests with at least one critical finding, shown beside the raw count. The earlier rate divided critical comments by all comments, which made a quiet model look worst: one critical comment across 23 PRs read 100%. It now reads 4%.

## Every rate states its sample

Models that led fewer than five pull requests get a muted chip and a low-sample note instead of a red figure, and models that led none show no rate at all.

## Titles and summaries on every PR

Drill into a model and each pull request shows its title and a one-line summary instead of a bare number. Session stats now break down by model, so the sessions behind a rate sit next to it. Routing cost lives on Model Router.

## What we removed

- The Average Confidence column.
- The Fix Rate by Model chart, in favour of the critical PRs column.

## Improvements

- Model Quality: A context-pressure scale on the session table.
- Model Quality: Comments Fixed is relabelled to say what it counts.
- Model Quality: Charts are tidied so each one answers a single question.

## Fixes

- Model Quality: Sorting by critical rate orders by incidence, not raw comment share.
- Model Quality: Session table tail is trimmed so the busiest sessions lead.
- Model Quality: A model with one critical PR out of one no longer reads 100% in red.

## Read more

- [Agent Insights](https://entelligence.ai/agent-insights)
- [Model Router](https://entelligence.ai/model-router)

All releases: [Changelog](https://entelligence.ai/changelog.md)