Learning & Education
Best Rubric Software in 2026
Building and scoring rubrics calls for a mix of assessment tools and workflow support. Compare analytic, holistic, and single-point rubrics with bulk scoring and collaborative authoring to see which features fit the way you evaluate work.
- 01 OpenRubric
It suits hackathon organizers and judges who need to collect submissions, coordinate independent scoring, and publish rankings.
Free plan Web · API · Self-hosted8.9 Visit Specs - 02
Classwise AI From $17/mo Free trial Web8.8 Visit Specs - 03
Gradescope Gradescope suits instructors managing varied assessment formats and grading workflows, including code assignments.
Free plan Web · iOS · Android8.6 Visit Specs - 04 UniRubric
It suits lecturers and universities looking to draft rubric-based assessments while retaining lecturer approval before release.
From $0.75/mo Free plan Web · API8.3 Visit Specs - 05
AI Grader Pro It suits individual educators grading mathematics or other STEM work, and teaching teams or departments needing multi-user deployment.
From $10/mo Free trial Windows · macOS8.2 Visit Specs - 06
GradeBoard GradeBoard suits educators who want rubric-aligned AI feedback on individual work or batches of submissions.
From £24.99/mo Free plan Web8.1 Visit Specs - 07 Crowdmark
Crowdmark suits instructors and educational institutions assessing student work in higher education or K–12.
Free trial Web · iOS · Android · API7.9 Visit Specs - 08
AssessIQ Free trial Web7.8 Visit Specs - 09
Teachfloor Teachfloor is aimed at online academies, corporate training teams, nonprofits, and learning consultants running cohort-based programs.
From $89/mo Free trial Web · API7.8 Visit Specs - 10 RubricPort From $1,000/mo Web · Self-hosted7.7 Visit Specs
- 11 IntelGrader Free trial Web7.6 Visit Specs
- 12 Pawtograder
It suits instructors, teaching assistants, and students in computer science courses who need grading, course discussion, and office-hours workflows.
Free plan Web · Self-hosted7.6 Visit Specs - 13
Rubric IQ It suits teachers, schools, tertiary institutions, training organisations, and RTOs using rubric-based assessment.
Free trial Web7.6 Visit Specs - 14 Feedbacker
Feedbacker is aimed at higher-education educators working with assessment and feedback, and institutions interested in governing AI-supported workflows.
Web · Windows · macOS · Linux7.5 Visit Specs - 15 RubriqFlow
RubriqFlow suits higher education institutions that assess portfolios for prior learning credit.
From $5/mo Free plan Web7.5 Visit Specs - 16 RubiStar
RubiStar suits teachers preparing project-based learning rubrics from templates or customizing rubric language and ratings.
Free plan Web7.4 Visit Specs - 17 Quick Rubric
Quick Rubric suits educators and others who need to create structured assessments for work such as projects, presentations, or performance.
Free plan Web7.3 Visit Specs - 18
Rubrical Rubrical is aimed at teachers, heads of department, and school leaders, especially in geography.
Web7.3 Visit Specs - 19 Rubric Scorer
It suits teachers who need to build rubrics, score student work and share feedback or PDF copies.
Free plan iOS · Android7.3 Visit Specs - 20 iRubric Web7.0 Visit Specs
- 21 rubric+ Web6.5 Visit Specs
- 22 iPeer Web5.7 Visit Specs
AI assistance and LMS integration are further considerations, along with free-plan availability and paid-from pricing. Gradescope, UniRubric, and GradeBoard are among the named options to compare. Think about how you create criteria, score submissions, and coordinate rubric work, then weigh those needs against the listed capabilities and costs.
Compare OpenRubric and Classwise AI Get a place on this list