Gradescope vs UniRubric
Gradescope
gradescope.comUniRubric
unirubric.comSide by side
| Figure | Gradescope | UniRubric |
|---|---|---|
| Price from | Free | $0.75/mo |
| Free plan | Yes | Yes |
| Free trial | Yes | Yes |
| Open source | — | — |
| Web | Yes | Yes |
| iOS | Yes | — |
| Android | Yes | — |
| API | — | Yes |
| Plans published | 4 | 12 |
| Spec score · Rubric Software | 8.6 (#3) | 8.3 (#4) |
| LMS integrations | Institutional accounts integrate with Canvas, Blackboard, Brightspace, Moodle and Sakai through LTI workflows. | Institutional workflows embed in Canvas, Moodle, and Blackboard, with Brightspace listed for institutional plans. |
| Purpose | Gradescope helps instructors administer and grade assessments given online or in class. | UniRubric is a higher-education AI assessment platform that drafts rubric-anchored grades with quoted evidence for lecturer review. |
| Self-hosting | Gradescope is delivered as a cloud service; the documented autograder is uploaded to Gradescope rather than deployed as a self-hosted Gradescope server. | The opened product and developer pages describe hosted UniRubric services and do not document self-hosting. |
| Support | Gradescope directs users with questions or concerns to [email protected]. | The security page says UniRubric staff access customer data only through institution-opened support tickets, with access logged in the audit trail and limited to data the institution directs them to. |
| What it does | Gradescope is a cloud assessment platform for administering, collecting and grading paper, digital, bubble-sheet, programming and online assignments. | UniRubric drafts higher-education grades against lecturer rubrics and supplies quoted evidence for review. |
Plans
Gradescope
- Gradescope BasicFree
- Gradescope BasicFree
- Institutional TrialFree
- Gradescope InstitutionalPriced on request
UniRubric
- Lecturer FreeFree
- Student FreeFree
- Top-up packs$1, paid once
- Student pay as you go$1.50, paid once
- Student Premium$6 a month
- Institutional Light$9 a year
- Institutional Standard$15 a year
- Lecturer Premium · monthly$15 a month
- Lecturer Premium monthly$15 a month
- Institutional Heavy$25 a year
In their own words
Gradescope
Gradescope is an assessment platform for instructors who administer and grade work completed online or in class. It handles variable-length assignments, including problem sets and projects, as well as fixed-format worksheets, quizzes, bubble sheets, and exams. Instructors can grade with flexible rubrics, provide detailed feedback, and revise rubric decisions on work that has already been graded. For programming work, students can submit code from GitHub or Bitbucket; instructors can use autograders or add inline comments during manual grading. Gradescope also offers question- and rubric-level statistics, with grade and data exports. Its AI can group similar responses for instructor review on some question types; Answer Groups and AI-assisted grading require an Institutional license. That license also enables integrations with Blackboard, Brightspace, Canvas, Moodle, and Sakai. Without it, rosters can be imported by CSV and grades downloaded for LMS upload. The free Basic plan is listed at free. Android and iOS apps support student submissions and grade viewing, not instructor workflows.
UniRubric
UniRubric is a higher-education AI assessment platform that drafts rubric-anchored grades with quoted evidence for lecturer review. Lecturers can upload rubrics as DOCX, PDF, or plain text, then add student submissions individually or as a class. Each grade remains a draft until a lecturer reviews, edits, and approves it; it is not released to a student beforehand. Institutional integrations include Canvas, Moodle, and Blackboard through LTI 1.3, while the contracting page also lists Brightspace. A faculty lead dashboard shows rubric calibration across markers and can draft a meeting agenda and schedule a calibration meeting. Customer data, submissions, rubrics, and grading runs are region-pinned to Sydney, Australia, under standard operating conditions. The maker states that data is encrypted in transit and at rest, and customer work is not used to train or fine-tune models. Deleted assignments are removed from production within 24 hours and backups within 35 days; grading-run audit logs are retained for seven years. The Lecturer Free plan provides one lifetime marking job; Lecturer Premium costs $15 per month.