Proctor AI vs Gradescope: Which AI Grader Fits Your Classroom?
Gradescope is one of the most-used grading platforms in higher education, best known for rubric-based grading and dynamic groupings of similar answers. Proctor AI is an autonomous AI grading agent for teachers, built to read handwritten answer sheets, essays, and exams straight from a scanned class PDF and grade each one against your rubric with a single prompt.
If your classroom is descriptive answers, class 8 to 12 exams, or a coaching centre running weekly mocks, Proctor AI is designed for you. Gradescope shines in university STEM courses where instructors want the rubric-groupings workflow and where their institution already pays the licence.
What Gradescope does well
- Established rubric-based grading with dynamic answer groupings.
- Deep integration with LMSs commonly used in North American universities.
- Backed by Turnitin, so procurement is familiar for large institutions.
- Strong workflow for programming assignments, worksheets, and exams uploaded as PDFs.
Where Proctor AI is different
- Reads real, messy handwriting from a scanned class PDF and grades every paper against your rubric automatically.
- One-prompt bulk grading, not a click-per-page workflow.
- Free plan with no card, so an individual teacher can try it on a real class today.
- Claude MCP connector so a teacher can grade an entire class by chatting with Claude.
- Integrity analysis for copying and AI-written text with page-level evidence.
- Designed with Indian classrooms in mind: CBSE, ICSE, IB, IGCSE, and state-board handwriting, plus major Indian languages.
Feature-by-feature comparison
| What matters to you | Proctor AI | Gradescope |
|---|---|---|
| Grade handwritten papers automatically | Yes, out of the box | Rubric groupings, needs manual assignment |
| One prompt to grade a whole class | Yes | No, per-question workflow |
| Free plan for individual teachers | Yes, no card | No, institutional licence |
| Integrity analysis included | Yes, with evidence | Via Turnitin add-ons |
| Claude MCP integration | Yes, connect in a minute | No |
| Best fit | Schools, coaching centres, K-12 to college | North American universities |
Which one should you pick?
If you are a university instructor whose department already licences Gradescope and your workflow is well-known rubric groupings, stay there. If you are a schoolteacher, a coaching centre, or a college instructor without an institutional Gradescope licence and you want to grade handwritten papers in bulk, start Proctor AI free and see if it saves your evening.
Frequently asked questions
Is Proctor AI a free Gradescope alternative?
Yes. Proctor AI has a free plan that lets a teacher grade a real set of handwritten papers without a card. Gradescope is typically bought as an institutional licence.
Does Proctor AI grade handwriting like Gradescope?
Proctor AI reads handwriting and grades each answer against your rubric automatically. Gradescope reads pages but relies on the instructor to assign rubric marks per answer.
Can Proctor AI handle bulk grading?
Yes. Upload one class PDF and Proctor AI splits the papers, grades every one, and returns drafts you review and approve.
Which is better for CBSE or ICSE classes?
Proctor AI. It is tuned for Indian handwriting, marking schemes, and languages, and it is priced for individual teachers and Indian schools.