The Best Rubric Software in 2026
We researched rubric software from official websites, including pricing pages, plan tables, and product documentation. Products are ranked on their core assessment workflow, value for money, and verified features for creating, sharing, applying, and scoring rubrics.
Our top picks
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Top ranked
iRubric#1 of 229.3/10A flexible rubric platform for moderated, multi-rater assessment and LMS-connected grading.
Free plan · pricing on request
-
Runner-up
UniRubric#2 of 229.2/10Auditable AI grading with rubric evidence, review controls, and LMS grade return.
Free plan
-
Top-ranked free plan
AssessIQ#3 of 229.1/10A broad AI assessment engine with rubric scoring, feedback, analytics, and LMS grade passback.
Free plan
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.
The full ranking 22 tools, best first
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Best forMulti-rater and moderated rubric assessments
A flexible rubric platform for moderated, multi-rater assessment and LMS-connected grading.
- Bulk scoring
- LMS integration
- AI assistance
Free plan · pricing on request Our iRubric verdict → Visit iRubricFor vendors Sponsor this spot · #1 · $149/mo →9.3/10★★★★★Visit iRubric -
Best forAuditable AI grading for higher education
Auditable AI grading with rubric evidence, review controls, and LMS grade return.
- Holistic rubrics
- Bulk scoring
- LMS integration
9.2/10★★★★★Visit UniRubric -
Best forAI-powered assessment with LMS integration
A broad AI assessment engine with rubric scoring, feedback, analytics, and LMS grade passback.
- LMS integration
- AI assistance
- Analytic rubrics
9.1/10★★★★★Visit AssessIQ -
Best forAI marking with detailed class analytics
A geography-focused marking platform combining AI feedback with class-level assessment analytics.
- Bulk scoring
- LMS integration
- AI assistance
8.9/10★★★★☆Visit Rubrical -
Best forEducators needing affordable AI grading and LMS workflows
Affordable AI grading with rubric feedback, batch scoring, and LMS synchronization.
- Bulk scoring
- LMS integration
- AI assistance
8.7/10★★★★☆Visit Classwise AI -
Best forBroad exam and assignment grading
A flexible grading platform spanning paper, online, programming, and LMS-based assessment.
8.6/10★★★★☆Visit Gradescope -
Best forAI assessment across varied submission formats
Rubric IQ applies existing rubrics to varied submissions with review and batch processing.
- Bulk scoring
- LMS integration
- AI assistance
8.5/10★★★★☆Visit Rubric IQ -
Best forBatch AI grading of uploaded documents
GradeBoard turns uploaded learner work and rubrics into structured, downloadable feedback.
- Bulk scoring
- LMS integration
- AI assistance
8.4/10★★★★☆Visit GradeBoard -
Best forInstitutional paper and online assessment
A flexible assessment workspace for institutions managing paper and online grading.
8.1/10★★★★☆Visit Crowdmark -
Best forOpen-source programming-course rubrics
A focused programming-course platform combining GitHub autograding, rubrics, feedback, and gradebook tools.
- AI assistance
- Analytic rubrics
8.0/10★★★★☆Visit Pawtograder -
Best forInstitution-wide portfolio rubric workflows
A structured platform for institution-wide portfolio review, rubric scoring, and credit decisions.
- Analytic rubrics
7.9/10★★★★☆Visit RubriqFlow -
Best forOpen-source peer and team evaluation
A mature, flexible choice for structured peer and team evaluation workflows.
- LMS integration
7.8/10★★★★☆Visit iPeer -
Best forFree customizable rubric templates
A free, focused rubric builder with templates, editing, printing, and basic analysis.
- Analytic rubrics
7.6/10★★★★☆Visit RubiStar -
Best forSimple free rubric creation
A focused free tool for creating, saving, sharing, and publishing rubrics.
- Holistic rubrics
- Analytic rubrics
7.5/10★★★★☆Visit Quick Rubric -
Best forTeachers grading rubrics on Android
A focused Android rubric grader with useful sharing, PDF, and classroom tools.
- Bulk scoring
- LMS integration
7.4/10★★★★☆Visit Rubric Scorer -
Best forAI grading of handwritten STEM work
A focused rubric platform for AI grading of handwritten STEM work.
- Bulk scoring
- LMS integration
- AI assistance
7.2/10★★★★☆Visit IntelGrader -
Best forInstitutional assessment reporting workflows
A focused evidence-to-reporting workflow for Australian schools using rubric-based assessment.
- LMS integration
- AI assistance
- Analytic rubrics
7.1/10★★★★☆Visit rubric+ -
Best forDesktop AI grading and exam authoring
A desktop grader with strong rubric, batch-scoring, and exam-authoring depth.
- Bulk scoring
- AI assistance
7.0/10★★★★☆Visit AI Grader Pro -
Best forInstitutions prioritizing controlled AI governance
A governance-first rubric project for institutions shaping controlled AI assessment.
6.9/10★★★☆☆Explore Feedbacker -
Best forHackathon and project judging
A focused judging workspace for shared rubrics, live scores, rankings, and exports.
- Bulk scoring
- AI assistance
- Analytic rubrics
6.8/10★★★☆☆Visit OpenRubric -
Best forLarge-scale program rubric governance
A governance-focused rubric suite for institutions managing complex assessment programs.
- Analytic rubrics
6.7/10★★★☆☆Visit RubricPort -
Best forCohort courses with rubric assessments
A broad cohort-course platform with rubric assessments, peer review, and live learning tools.
6.6/10★★★☆☆Visit Teachfloor
No tools match those filters.
Compare at a glance
| # | Tool | Free plan | Paid from | Analytic rubrics | LMS integration | AI assistance | Score |
|---|---|---|---|---|---|---|---|
| 1 | iRubric | Yes | Yes | Yes | Yes | 9.3 | |
| 2 | UniRubric | Yes | $15/mo | Yes | Yes | Yes | 9.2 |
| 3 | AssessIQ | Yes | Free | Yes | Yes | Yes | 9.1 |
| 4 | Rubrical | Yes | Yes | Yes | 8.9 | ||
| 5 | Classwise AI | No | $17/mo | Yes | Yes | Yes | 8.7 |
| 6 | Gradescope | Yes | 8.6 | ||||
| 7 | Rubric IQ | Yes | $40/unit usage-based | Yes | Yes | 8.5 | |
| 8 | GradeBoard | Yes | Yes | Yes | 8.4 | ||
| 9 | Crowdmark | No | 8.1 | ||||
| 10 | Pawtograder | Yes | Free | Yes | No | Yes | 8.0 |
| 11 | RubriqFlow | No | Yes | 7.9 | |||
| 12 | iPeer | Free | Yes | 7.8 | |||
| 13 | RubiStar | Yes | Free | Yes | 7.6 | ||
| 14 | Quick Rubric | Yes | Free | Yes | 7.5 | ||
| 15 | Rubric Scorer | Yes | Yes | 7.4 | |||
| 16 | IntelGrader | No | Yes | Yes | Yes | 7.2 | |
| 17 | rubric+ | Yes | Yes | Yes | 7.1 | ||
| 18 | AI Grader Pro | No | $120/yr | Yes | 7.0 | ||
| 19 | Feedbacker | Free | 6.9 | ||||
| 20 | OpenRubric | No | Yes | No | Yes | 6.8 | |
| 21 | RubricPort | No | $15,000/yr | Yes | 6.7 | ||
| 22 | Teachfloor | No | $89/mo | 6.6 |
Head-to-head All 28 comparisons →
- iRubric vs UniRubric
- iRubric vs AssessIQ
- iRubric vs Rubrical
- iRubric vs Classwise AI
- iRubric vs Gradescope
- iRubric vs Rubric IQ
- iRubric vs GradeBoard
- UniRubric vs AssessIQ
- UniRubric vs Rubrical
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How we rank rubric software
Every tool on this page was researched by iTechGuides Editors from its official website — pricing pages, plan tables and product documentation. We rank on how well each one does this category's core job, what the free or entry plan includes, and where it falls short. Where we have enough verified facts, the score out of 10 is a rubric — job fit, value and how much we could verify — shown with its breakdown on every tool's page; a tool we have not verified enough to score yet shows its rank without a number. Scores are re-checked when a product changes its plans. Read the full editorial policy, or submit a tool we missed.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update