UniRubric review
Auditable AI grading with rubric evidence, review controls, and LMS grade return.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
UniRubric is an AI-assisted assessment platform for higher education. Lecturers upload rubrics in DOCX, PDF, or plain text, add student submissions, and receive rubric-anchored scores and feedback drafts with quoted evidence. The workflow keeps lecturers in control: grades can be reviewed, edited, approved, and released. It supports individual lecturer workflows, university deployments, student pre-checks, and assessment research, with a web interface and institution-enabled LMS integration.
The pricing structure is straightforward for individual use. The Free plan provides one marking job for life, full rubric-anchored output, approval before release, and PDF export of approved grades, with no credit card required. Premium monthly costs $15 per month and includes 15 runs per calendar month, six-month rollover on unused runs, a priority queue at peak load, and cancellation at any time. Premium annual costs $180 per year, includes 15 runs each month, provides one month free versus monthly billing, and allows cancellation of renewal.
UniRubric’s strongest fit is for lecturers and higher-education teams that need a reviewable AI grading process rather than unexamined automation. Quoted evidence, immutable grading audit trails, approval controls, bulk grading, and PDF export create a clear path from rubric to released grade. Canvas, Moodle, Blackboard, and Brightspace are supported for institution-enabled LMS workflows, including gradebook return, while LMS Assignment & Grade Services integration is in active rollout. Choose UniRubric when rubric alignment and auditability matter; consider another option if the one-job Free plan or 15-run Premium monthly allowance does not match grading volume.
UniRubric pros and cons
- Where it wins
- Rubric-anchored scores include quoted evidence from submissions and rubrics.
- Lecturers can review, edit, approve, and release AI-drafted grades.
- Bulk grading, audit trails, PDF export, and LMS grade return support oversight.
- Where it doesn't
- The Free plan covers one marking job for life.
- Premium monthly includes 15 runs per calendar month.
- LMS Assignment & Grade Services integration is in active rollout.
UniRubric fact sheet, pricing and score →
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
Last updated · How we research and update