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Head-to-head · Rubric Software

Rubrical vs Classwise AI

  • Updated Oct 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score Rubrical #4 in Rubric Software 8.9/10 Pricing on request ✓ 4 of 7 features Visit Rubrical
Classwise AI #5 in Rubric Software 8.7/10 14-day trial Free trial✓ 4 of 7 features Visit Classwise AI

Rubrical leads on 0 checks, Classwise AI on 0, and 5 are even. Who comes out ahead on the 5 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreRubrical · 8.9/10
  • Free trialonly Classwise AI

Rubrical scores higher on our rubric for rubric software: 8.9 against 8.7 out of 10; our editors rank them #4 and #5.

Rubrical is the better fit for AI marking with detailed class analytics. Classwise AI is the better fit for educators needing affordable AI grading and LMS workflows.

  • Rubrical fits best

    AI marking with detailed class analytics

  • Classwise AI fits best

    Educators needing affordable AI grading and LMS workflows

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Side by side

Feature Rubrical 8.9/10 Visit ↗ Classwise AI 8.7/10 Visit ↗
At a glance
Editor score 8.9 8.7
Ranking #4 in Rubric Software #5 in Rubric Software
Best for AI marking with detailed class analytics Educators needing affordable AI grading and LMS workflows
Pricing model Paid Paid
Starting price Pricing on request $17/mo
Free plan Not checked yet —
Free trial — 14 days
Deployment Cloud Cloud
Platforms Web Web
Support Email Email, Docs
Integrations 2 integrations 4 integrations
Built for Small business, Mid-market, Enterprise Solo, Small business, Mid-market, Enterprise
Features Rubrical 4/7 · Classwise AI 4/7
Analytic rubrics ✓ ✓
Holistic rubrics Not checked yet 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 ✓ ✓
Our review
Pros
  • Evidence-based AI marking with teacher review and approval
  • Imports work from Google Classroom and Microsoft Teams
  • Misconception heatmaps and assessment-objective performance breakdowns
  • Automates grading against answer keys and rubrics with criterion-linked feedback
  • Connects to Google Classroom, Canvas, Microsoft Teams, and Moodle
  • Adds batch uploads, analytics, PDF annotation, and grade publishing on Pro
Cons
  • Focused on geography departments rather than broad subject coverage
  • Pricing is handled through contact-sales conversations
  • Web access only, with no listed native desktop or mobile apps
  • LMS connections and auto-publishing start on the Pro plan
  • No permanent free plan; access begins with a 14-day trial
  • School and district pricing is custom rather than publicly listed
Our verdict

Rubrical is an AI teaching platform for geography departments in UK schools. It supports teachers, heads of department and school leaders with assessment creation, rubric-based marking, feedback and class analysis. Users can upload papers,…

Read the review →

Classwise AI is a web-based assessment platform for teachers and schools. It evaluates essays, short answers, multi-step math, STEM work, humanities assignments, language work, lab reports, diagrams, and handwriting against answer keys and…

Read the review →
  1. RubricalRubric Software 8.9Pricing on request
  2. Classwise AIRubric Software 8.714-day trial

Strengths and trade-offs

  • Rubrical — where it wins

    • Evidence-based AI marking with teacher review and approval
    • Imports work from Google Classroom and Microsoft Teams
    • Misconception heatmaps and assessment-objective performance breakdowns

    Where it doesn't

    • Focused on geography departments rather than broad subject coverage
    • Pricing is handled through contact-sales conversations
    • Web access only, with no listed native desktop or mobile apps
  • Classwise AI — where it wins

    • Automates grading against answer keys and rubrics with criterion-linked feedback
    • Connects to Google Classroom, Canvas, Microsoft Teams, and Moodle
    • Adds batch uploads, analytics, PDF annotation, and grade publishing on Pro

    Where it doesn't

    • LMS connections and auto-publishing start on the Pro plan
    • No permanent free plan; access begins with a 14-day trial
    • School and district pricing is custom rather than publicly listed

More comparisons

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update