Proctor AI vs Khanmigo: The Grader And The Tutor
Khanmigo is Khan Academy's AI tutor, focused on helping students learn interactively and giving teachers a set of prompts and helpers. Proctor AI is an autonomous AI grading agent that reads scanned handwritten answer sheets, grades a whole class against your rubric, and drafts feedback the teacher approves.
Khanmigo lives in the learning journey. Proctor AI lives in the grading and reporting after the exam.
What Khanmigo does well
- Interactive AI tutoring on Khan Academy content.
- Prompt library and helpers for teachers.
- Backed by Khan Academy's practice bank.
Where Proctor AI is different
- Grades handwritten answer sheets in bulk.
- One prompt grades an entire class.
- Integrity analysis with page-level evidence.
- Free plan, no card required.
- Claude MCP so grading happens inside a chat with Claude.
Feature-by-feature comparison
| What matters to you | Proctor AI | Khanmigo |
|---|---|---|
| Grade handwritten papers in bulk | Yes | No |
| AI tutoring for students | No | Yes, core focus |
| Integrity analysis for a class | Yes | No |
| Claude MCP | Yes | No |
| Best fit | Grading and reports | Student tutoring |
Which one should you pick?
Pick Proctor AI if grading is what you want back time on. Pick Khanmigo if student tutoring is your goal.
Frequently asked questions
Does Khanmigo grade papers?
Khanmigo is designed for tutoring. For bulk handwritten grading with integrity checks, Proctor AI is the tool built for that.
Is Proctor AI a tutor?
No. Proctor AI is a grader for teachers. Students do not interact with it directly.
Is Proctor AI free?
Yes. Free plan, no card required.