Browser Provider Ratings

Each participant's average score for every benchmark in our stealth benchmarks over the last 7 days.

Weekly Composite Scores

pre-release
Browserbase logoBrowserbase
83.3
Kernel logoKernel
69.7
Browser Use logoBrowser Use
66.1
Tilion logoTilionPre-release
61.2
Notte logoNotte
47.7
Hyperbrowser logoHyperbrowser
37.9
Steel logoSteel
35.0

Composite Matrix

Last updated November 9

Methodology

This page is a meta-benchmark: it never starts a browser session. It reads the daily composite scores from our stealth benchmarks and averages them into one weekly number per provider. Stealth benchmark subscribers can view the detailed results and use them to improve their infrastructure.

How the Weekly Composite Is Built

The window is the previous 7 complete days. Each provider's score is averaged in three steps:

  1. Per benchmark, per day — average the composite score across all of that benchmark's runs that day, so re-runs are folded in rather than cherry-picked.
  2. Per day — average those numbers across every browser benchmark that scored the provider that day.
  3. Per week — average the daily composites across the days that had data. That is the weekly composite shown on each card and in the Composite score row.

Missing Data

Missing data is skipped, never zeroed. A benchmark with no runs on a given day doesn't count toward that day, and a day with no scores doesn't count toward the week.

Each matrix cell is that benchmark's average across the days it scored the provider; hover a cell to see how many days of the window it covers. A — means the provider has no score for that benchmark this week.

PartnersGoogle Cloud Run