Mastery per topic
Bayesian estimates track how well you know each topic, updated from every attempt.
FEATURE
Recommendations that know what you know.
Ilmino uses Bayesian estimation to track your mastery of every topic from real attempts, then recommends the questions and sessions most likely to move your grade. Personalisation updates with each piece of work you submit.
Get personalised practice →Fixed question sets treat every student the same, so strong students repeat easy work and weaker students hit walls with no path through.
How helps
Next-best recommendations
Ilmino suggests the topics and questions most likely to raise your grade.
Adapts to real work
Estimates come from actual practice and marking, not self-reported confidence.
Drives your plan
The revision planner and dashboard read from the same mastery model.
How it works
1
Practise and submit work across your subjects.
2
Ilmino updates a Bayesian mastery estimate for each topic.
3
Get recommended topics and questions ranked by likely impact.
4
Estimates refine with every new attempt you make.
MARK-SCHEME AI MARKING·GCSE & A-LEVELStart today with
Start today with
Practise exam-board-aligned GCSE and A-Level questions, get mark-scheme feedback on your working, and see what to revise next. Most of Practice Mode is free.
No card required · Cancel anytime · Works on any device