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Head-to-head · Rubric Software

UniRubric vs AssessIQ

  • Updated Oct 2026
  • Both researched from official sources
  • 6 checks side by side
Higher score UniRubric #2 in Rubric Software 9.2/10 Free plan Free plan✓ 5 of 7 features Visit UniRubric
AssessIQ #3 in Rubric Software 9.1/10 Free plan Free plan✓ 3 of 7 features Visit AssessIQ

UniRubric leads on 0 checks, AssessIQ on 0, and 6 are even. Who comes out ahead on the 6 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreUniRubric · 9.2/10
  • Free planboth
  • Most featuresUniRubric · 5 of 7

UniRubric scores higher on our rubric for rubric software: 9.2 against 9.1 out of 10; our editors rank them #2 and #3.

UniRubric is the better fit for auditable AI grading for higher education. AssessIQ is the better fit for AI-powered assessment with LMS integration.

  • UniRubric fits best

    Auditable AI grading for higher education

  • AssessIQ fits best

    AI-powered assessment with LMS integration

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.

Side by side

Feature UniRubric 9.2/10 Visit ↗ AssessIQ 9.1/10 Visit ↗
At a glance
Editor score 9.2 9.1
Ranking #2 in Rubric Software #3 in Rubric Software
Best for Auditable AI grading for higher education AI-powered assessment with LMS integration
Pricing model Free plan + paid Free
Starting price $15/mo Free plan
Free plan ✓ ✓
Free trial — —
Deployment Cloud Cloud
Platforms Web Web
Compliance GDPR SOC 2, SSO/SAML
Integrations 4 integrations 4 integrations
Built for Solo, Enterprise Mid-market, Enterprise
Features UniRubric 5/7 · AssessIQ 3/7
Analytic rubrics ✓ ✓
Holistic rubrics ✓ (best) Not checked yet
Single-point rubrics Not checked yet Not checked yet
LMS integration ✓ ✓
AI assistance ✓ ✓
Collaborative authoring Not checked yet Not checked yet
Bulk scoring ✓ (best) Not checked yet
Our review
Pros
  • 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.
  • Generates outcome-aligned rubrics using Bloom's taxonomy
  • Scores criteria with evidence excerpts and confidence ratings
  • Supports LTI 1.3 grade passback across major LMS platforms
Cons
  • 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.
  • Web-only access limits platform choice
  • AI results still require reviewer oversight and overrides
  • Its higher-education focus may exceed simple grading needs
Our verdict

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…

Read the review →

AssessIQ is an AI-powered academic assessment engine for higher education. It supports professors and institutions that need to create rubrics, evaluate essays, papers, or projects, provide structured feedback, and monitor student…

Read the review →
  1. UniRubricRubric Software 9.2Free plan
  2. AssessIQRubric Software 9.1Free plan

Strengths and trade-offs

  • UniRubric — 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.

  • AssessIQ — where it wins

    • Generates outcome-aligned rubrics using Bloom's taxonomy
    • Scores criteria with evidence excerpts and confidence ratings
    • Supports LTI 1.3 grade passback across major LMS platforms

    Where it doesn't

    • Web-only access limits platform choice
    • AI results still require reviewer oversight and overrides
    • Its higher-education focus may exceed simple grading needs

More comparisons

All rubric software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update