Proctor AI vs Class Companion: Grade The Class, Or Coach The Student?
Class Companion is an AI tool that gives students iterative rubric-based feedback on their typed work and gives teachers a dashboard of progress over time. Proctor AI is an AI grading agent that reads handwritten and typed answer sheets, grades a whole class from one PDF, and returns marks and feedback the teacher approves.
The two tools serve overlapping goals but different daily workflows. Class Companion is a coaching loop for students. Proctor AI is a bulk grader for teachers whose class writes on paper.
What Class Companion does well
- Iterative student-facing feedback on typed work.
- Progress tracking across multiple attempts.
- Teacher dashboards showing engagement and improvement.
- Strong for language and social studies where drafts matter.
Where Proctor AI is different
- Reads handwritten answer sheets from a scanned class PDF.
- Grades an entire class with one prompt.
- Works across every subject, including math and science with working.
- Free plan, no card, priced for individual teachers and Indian schools.
- Claude MCP so grading happens inside a chat with Claude.
- Integrity analysis with page-level evidence built in.
Feature-by-feature comparison
| What matters to you | Proctor AI | Class Companion |
|---|---|---|
| Grade handwritten papers | Yes | No |
| Bulk grading from one class PDF | Yes | No |
| Iterative student-facing feedback | Yes, drafts you approve | Yes, core focus |
| Every subject supported | Yes | Typed writing tasks |
| Free plan for individual teachers | Yes | Free tier available |
| Best fit | Bulk grading + integrity | Draft feedback loop |
Which one should you pick?
Pick Proctor AI if the papers on your desk are handwritten and you need to grade the whole class this weekend. Pick Class Companion if your work is typed drafts and you want to coach students through iteration.
Frequently asked questions
Does Class Companion grade handwritten papers?
Class Companion is designed for typed work. For scanned handwritten answer sheets in bulk, Proctor AI is the tool built for that.
Can Proctor AI give iterative feedback like Class Companion?
Yes. Proctor AI drafts feedback per student and the teacher approves it. You can regrade a draft and update the feedback.
Is Proctor AI free to try?
Yes. Free plan, no card required, enough to grade a real class of your own papers.
Which is better for CBSE and ICSE?
Proctor AI. It is tuned for Indian handwriting, marking schemes, and languages.