Python Notebooks
Auto-run student Jupyter notebooks against your solution, with per-assertion pass/fail and expected-vs-actual diffs.
SolarpunkWorksPvt LtdAutomated grading for education
Less manual work.
More meaningful
teaching.
InstantGrade automatically evaluates assignments, notebooks and exams using AI — so you can focus on students, not paperwork.
- Grade 90% faster
- Fair & consistent
- Built for educators
What You Can Grade
InstantGrade supports multiple formats and evaluation methods.
Excel Assignments
Check cell values and formulas in .xlsx, .xls and .xlsm workbooks — not just final answers.
Programming Tasks
Assertion-based checks with Best-N scoring and custom scaled grade ranges.
Batch Cohorts
One instructor solution, hundreds of student submissions — plus supporting data files and ZIP extraction.
MCQs & QuizzesPlanned
Planned — the evaluator registry is built to route new file types without changing the API.
Written AnswersPlanned
Planned — rubric-guided evaluation of essays and descriptive answers.
More FormatsPlanned
On the roadmap: R Markdown, .py, .sql and MATLAB submissions.
Fair. Consistent.
Actionable.
- Deterministic evaluation
Assertion-based checks with AST-level expected-vs-actual diagnostics — the same standard for every student.
- Dead-simple authoring
Write a solution notebook: a ## question, a solution cell, an assert cell. No rubric DSL to learn.
- Feedback students can act on
Per-question pass/fail with precise diffs, not generic failures.
- Notebooks and spreadsheets
One workflow grades .ipynb and .xlsx/.xls/.xlsm — values and formulas alike.
- Safe by default
Docker-isolated execution with no network, resource caps and hard timeouts — local mode when Docker isn't available.
- Batch uploads
One instructor solution, hundreds of student submissions — plus supporting data files and ZIP extraction.
- Student template generator
Auto-generate the student-facing notebook from your solution — solutions and asserts stripped, stubs left behind.
- Rich reports
HTML and PDF reports with per-assertion feedback, execution logs and saved run history.
Student Answer
To find the derivative of f(x) = x³ + sin(x), we use the product rule…
f′(x) = 3x² + cos(x)
Graded by InstantGrade
A-Score: 8.5 / 10
Feedback
- Correct application of product rule.
- Good explanation and steps.
- Minor mistake in simplification.
Suggestion
Review the final simplification step. Overall, a strong answer!
Designed for
Educators
- Save time on repetitive grading
- Ensure consistency across classes
- Provide richer, more meaningful feedback
- Support blended and online learning
- Focus on what matters — teaching
Get InstantGrade
Bring fair, fast grading to your classroom.
InstantGrade evaluates notebooks and Excel assignments against your solution, returns per-question feedback students can act on, and produces reports you can share — all in a workflow designed for educators, not engineers.
We're opening access cohort by cohort. Tell us about your course and we'll set you up.
What you getNotebooks & Excel · per-assertion feedback · batch cohorts · HTML/PDF reports · safe isolated execution
10×faster grading
2formats today
100%consistent rubric