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Tool reviews

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 →

Pandai

Addestra score
3.5/5
Fits 4 of 4: Curriculum Language Price Infrastructure

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.

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Khanmigo

Addestra score
4/5
Fits 1 of 4: Curriculum Language Price Infrastructure

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.

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This list is new and deliberately short — we’d rather publish two reviews we stand behind than twenty we skimmed. More are in progress.