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Guides: Learning with AI

Aluma vs Khanmigo

By Krish Venkatraman. Updated October 1, 2026.

One teaches a course library. The other teaches your classes. Both are AI tutors, but they start with different context.

The short answer

Khanmigo is Khan Academy's AI assistant. It is excellent inside Khan's own content: a student working through a Khan unit gets guided help without being handed the answer.

Aluma is an AI tutor built around the classes you are enrolled in. It syncs with your school platforms, pulls in the real assignment and due date, and coaches you through that specific problem set rather than a generic equivalent.

If you want to learn a subject from scratch, a structured course library is a great place to start. If you want help with the class you are actually taking, Aluma starts from that class.

Side by side

DimensionKhanmigoAluma
Content sourceKhan Academy's own course libraryYour teacher's real assignments
School platform syncNot part of the productSync with Google Classroom, Canvas, Schoology, PowerSchool and more
Teaching modelGuided help inside a lessonCoaching only, never turn-in-ready work
Progress trackingProgress through Khan course unitsMastery ledger of every concept you have and have not locked in
Test prepStrongest on Khan's own SAT materialsSAT, ACT, PSAT, ISEE, SSAT, HSPT, SHSAT and 40 AP courses
Study focusLearning a topic from scratch in a structured courseKeeping up with the classes you are actually enrolled in

Coaching versus helping

Most AI tools for students sit somewhere on a line between helping and coaching. Helping means the tool moves the assignment forward for you. Coaching means the tool moves you forward, and you move the assignment.

Aluma is built at the coaching end on purpose. It will not write a paragraph you can paste into a document or hand back a finished proof. It asks what you already tried, gives the next hint, and ends with a check question to confirm the concept actually stuck.

School sync

Aluma can sync with Google Classroom, Canvas, Schoology, PowerSchool and more, so assignments and due dates can land in one place.

That context changes the tutoring. Instead of asking you to describe the problem, Aluma can start from the assignment your school shared.

Added from Google Classroom

Chemistry

Titration lab report

Due today

History

Essay outline

Tomorrow
See every connector

The mastery ledger

Course platforms track how far through a unit you are. Aluma tracks something different: which concepts you have actually locked in and which ones keep slipping.

Every session updates that ledger, so study time goes to skills that are genuinely weak instead of rereading the whole chapter.

Where Khanmigo is the better pick

Khan Academy remains one of the strongest course libraries on the internet, and Khanmigo is a good companion to it. If you are learning a topic well ahead of your class, filling a gap from a previous year, or studying with no assignments attached, a structured course path is the right shape.

Aluma is built for the moment your goal is a specific class with a specific deadline.

Frequently asked questions

Khanmigo is Khan Academy's AI assistant. It sits inside Khan Academy's own course library and helps students work through Khan lessons, practice sets, and videos.

Try an AI tutor that knows your classes.

Know what's due, learn the hard part, and remember it for the test.