Classwise AI vs Rubric IQ

Classwise AI8.7Visit Rubric IQ8.5Visit

Higher score Classwise AI #5 in Rubric Software 8.7/10 14-day trial Free trial✓ 4 of 7 features Visit Classwise AI

vs

Rubric IQ #7 in Rubric Software 8.5/10 Free plan Free plan✓ 3 of 7 features Visit Rubric IQ

• Classwise AI fits best

  Educators needing affordable AI grading and LMS workflows

• Rubric IQ fits best

  AI assessment across varied submission formats

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	Classwise AI 8.7/10 Visit ↗	Rubric IQ 8.5/10 Visit ↗
At a glance
Editor score	8.7	8.5
Ranking	#5 in Rubric Software	#7 in Rubric Software
Best for	Educators needing affordable AI grading and LMS workflows	AI assessment across varied submission formats
Pricing model	Paid	Free plan + paid
Starting price	$17/mo	$40/unit usage-based
Free plan	—	✓ (best)
Free trial	14 days	—
Deployment	Cloud	Cloud
Platforms	Web	Web
Support	Email, Docs	Email, Phone
Integrations	4 integrations	4 integrations
Built for	Solo, Small business, Mid-market, Enterprise	Solo, Small business, Mid-market, Enterprise
Features Classwise AI 4/7 · Rubric IQ 3/7
Analytic rubrics	✓ (best)	Not checked yet
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	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	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
Cons	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	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
Our verdict	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 →	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… Read the review →

Strengths and trade-offs

• 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

• Rubric IQ — 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

• Classwise AI8.7/10 · 14-day trial

  Affordable AI grading with rubric feedback, batch scoring, and LMS synchronization.

  Visit Classwise AIFull verdict →
• Rubric IQ8.5/10 · Free plan

  Rubric IQ applies existing rubrics to varied submissions with review and batch processing.

  Visit Rubric IQFull verdict →