Independent, scored reviews of learning tools — read from where most reviews aren’t written: a Malaysian and Commonwealth classroom. We report two things separately for every tool: how well it fits the students it’s sold to, and how good it actually is.
Fit is the Four Mismatches Test — curriculum, language, price, infrastructure. Quality is a score out of five for the tool itself. The rubric behind both is on the methodology page. No tool can pay to be listed or to score higher. We build learning products ourselves — and we never review or score our own.
The map
The EdTech AI 100 — the whole landscape in one place: 100 tools shaping AI-era learning, grouped by what they do and tagged by where they’re built. See the map →
System-native: built for the exam Malaysian students sit, in their languages, at a price a local family can pay. It clears every axis — its limit is pedagogy, not fit.
Read the full review →One of the best AI tutors built — genuinely Socratic and, at $4 a month, proof AI has collapsed the price of tutoring. But for a Commonwealth buyer it's product-export: US curriculum, English-first, online-only. Right in a teacher's hands; wrong to standardise a school on.
Read the full review →System-native and a real adaptive tutor — step-by-step guidance, not a drill app — across KSSM and Cambridge IGCSE maths. The design reaches for the frontier; the catch is stage, not fit: maths-only, early (~5,000 sign-ups), and its outcome claims are the company's own.
Read the full review →Genuinely free and system-native — 20+ KSSM subjects with no content paywall. What holds it down: its homepage promises no fees while its own App Store listing discloses paid gamification purchases, and its teaching depth is unconfirmed.
Read the full review →This list is deliberately selective — we’d rather publish reviews we stand behind than rush out dozens we skimmed. More are in progress.