Rubric IQ review
Rubric IQ applies existing rubrics to varied submissions with review and batch processing.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Rubric IQ is an assessment platform for teachers, schools, tertiary institutions, and training organisations. It applies educators’ existing rubrics, assessment criteria, and marking guides to handwritten, digital, image-based, and document-based submissions. The platform generates criterion-aligned grades and feedback, while educators or qualified assessors review results and retain final decision-making control. That makes it a fit for providers that want AI assistance across varied submission formats without removing professional oversight.
Pricing is structured differently for individual teachers and organisations. The Individual Teacher plan is listed as 40 credits, with credit-based licensing, no recurring fees, no expiry pressure, and credits used to mark submissions and generate feedback. Schools + Organisations includes unlimited users, unlimited assessments, unlimited Rubric IQ Assessment Intelligence, shared school-wide credits, and single sign-on. A free plan is also available. The key distinction is that individual use is tied to credits, while the organisation plan is designed around shared access and institutional administration.
Rubric IQ’s feature set extends beyond single-submission marking. Bulk upload and batch assessment processing support larger marking workloads, and cohort and assessment insights add a wider view of results. Moodle and aXcelerate integrations, an API, and custom integrations support learning-platform and system connections; the platform is available on the web and through its API. Microsoft Azure hosting is part of its stated platform environment. Choose Rubric IQ if your organisation needs rubric-based assessment across mixed file types, batch processing, and human review. A narrower assessment workflow may suit teams that do not need varied-format handling, cohort insights, or learning-platform integration.
Rubric IQ pros and cons
- Where it wins
- Assesses handwritten, digital, image-based, and document submissions
- Supports bulk uploads, batch processing, and cohort-level insights
- Keeps educators or qualified assessors in final decision-making control
- Where it doesn't
- Individual access is credit-based rather than a recurring subscription
- Final assessment decisions still require educator or assessor review
- Organisation features are aimed at schools and larger training providers
Rubric IQ 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