See exactly where you stand — and what to fix.
Here's what QuantegyAI does for you every time you practice: a live mastery map across all six TExES domains, a readiness score that climbs with every answer, and an AI coach that knows your profile.
Pass rate reflects students who received 1-on-1 tutoring from Dr. Mienie and completed their exam over the past 5 years — not all platform users. Documented evidence is on file and available on request.
Three screens you'll live in.
Every answer you give updates all three — the mastery map, the readiness score, and what QBot coaches you on next.
Why you get this question next.
Most prep tools serve a fixed list. Watch one full cycle of what actually happens after a wrong answer — the numbers below are computed with the same formulas the app runs.
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A wrong answer, not a careless one
The learner picks 90% on a base-rate question — the single most common wrong answer to it. The engine treats that as information, not noise.
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The mastery estimate drops
Knowledge tracing revises this competency from 62% down to 21%. One wrong answer moves it that far because the model already held doubts.
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Ability is re-estimated
The ability estimate \( \theta \) falls to −0.42, and every candidate question’s predicted success rate moves with it.
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The question bank is re-scored
Candidates now model at 87 / 78 / 64 / 46 / 34%. The engine serves the one closest to 78% — hard enough to learn from, easy enough to keep going. Not the most informative item, which would sit near 46% and feel punishing.
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Mastery recovers, and the loop continues
A correct answer lifts mastery to 57%. Reaching mastered takes 0.95 confidence plus 5 answers spanning 2 different days, so one good session cannot fake it.
No card required. The diagnostic takes about 15 minutes and builds your mastery map on the spot.