Classwise AI vs UniRubric
Classwise AI
classwise.aiUniRubric
unirubric.comSide by side
| Figure | Classwise AI | UniRubric |
|---|---|---|
| Price from | $17/mo | $0.75/mo |
| Free plan | — | Yes |
| Free trial | Yes | Yes |
| Open source | — | — |
| Web | Yes | Yes |
| API | — | Yes |
| Plans published | 6 | 12 |
| Spec score · Rubric Software | 8.8 (#2) | 8.3 (#4) |
| Audience | The product is presented for teachers, schools, districts, and students, with school and district plans offering administration and rollout features. | The maker describes the product for lecturers, students, universities, faculty leads, and researchers studying marking. |
| Headquarters | LinkedIn lists Palo Alto, California as headquarters. | Adelaide, South Australia |
| Integrations | Classwise supports Google Classroom, Canvas, Microsoft Teams, and Moodle for roster and assignment workflows and grade publishing. | The institutional product supports Canvas, Moodle, and Blackboard through LTI 1.3, with Assignment & Grade Services in active rollout. |
| LMS integrations | Documented LMS connections include Google Classroom, Canvas, Microsoft Teams, and Moodle for roster, assignment, submission, and grade workflows. | Institutional workflows embed in Canvas, Moodle, and Blackboard, with Brightspace listed for institutional plans. |
| Support | The pricing page lists basic support response time as 3–4 business days for Starter and Pro support as 1–2 days. | 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 | Classwise AI is an assessment platform that helps educators grade student work, identify learning gaps, and deliver feedback. | UniRubric drafts higher-education grades against lecturer rubrics and supplies quoted evidence for review. |
Plans
Classwise AI
- Starter$17 a month
- Starter Plan$17 a month
- Pro$25 a month
- Pro Plan$25 a month
- School / DistrictPriced on request
- School / District PlanPriced 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
Classwise AI
Classwise AI has no write-up on Specifiction yet; its figures are above.
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.