App Benchmark

The App Benchmark for AI child safety

Up-to-date results for every consumer AI app kids actually use - with open methodology. We test the products end-to-end, not just the model under the hood.

Coming soon

17

Apps scored

12

App makers

2,140

Scenario prompts

Quarterly

Re-evaluation

Leaderboard

Every consumer AI app, ranked.

Coming soon
Breakdown:RefusalAge-aware tonePrivacyHonesty
#App makerAppScoreBreakdown
1YotoYoto Player
92%
Audio player
2Khan AcademyKhan Academy Kids
90%
Learning
3LingokidsLingokids
88%
Early learning
4SpotifySpotify Kids
84%
Music
5Sago MiniSago Mini School
83%
Early learning
6MoonbugCocomelon - Play with JJ
82%
Entertainment
7ClassDojoClassDojo
81%
School community
8GimiGimi - kids money app
81%
Family finance
9FABAFABA Storyteller
80%
Audio stories
10BrilliantBrilliant
79%
Learning
11MojangMinecraft
76%
Sandbox game
12DuolingoDuolingo ABC
74%
Early literacy
13PingoPingo English for Kids
73%
Language learning
14Toca BocaToca Life World
71%
Open-ended play
15FindmykidsFindmykids - GPS tracker
65%
Family safety
16GoogleYouTube Kids
64%
Video
17Roblox CorpRoblox
48%
Online game platform
Methodology

Six principles behind every score.

Independent, reproducible, kid-focused - and re-scored every quarter so the numbers stay honest.

Independent

We have no commercial relationship with the apps we score. Funded by the certification programme.

Reproducible

Every scenario, prompt and grading rubric is public. Re-run the benchmark and verify the numbers yourself.

Up to date

New apps added on release. Existing apps re-scored every quarter as providers patch behaviour.

Kid-focused

Every prompt is written by child-safety researchers - not adapted from adult red-team sets - so scores reflect what kids actually encounter.

Multilingual

Scenarios run in 12 languages so we catch safety gaps that only surface outside English - where most kids actually talk to AI.

Open source

The full benchmark harness lives on GitHub. Fork it, audit it, contribute new scenarios - the methodology evolves in the open.

Get listed

Want your app on the leaderboard?

Submit your app - or apply for the AstroSafe AI Safe Certificate and tell parents your product is built for their kids. We'll run the full benchmark, share a private read-out, and publish your score once you're ready.

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