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Head-to-head · Learning Analytics Software

AnalyticVue vs Canvas Intelligent Insights

  • Updated Oct 2026
  • Both researched from official sources
  • 7 checks side by side
Higher score AnalyticVue #1 in Learning Analytics Software 9.4/10 Pricing on request ✓ 5 of 6 features Visit AnalyticVue
Canvas Intelligent Insights #5 in Learning Analytics Software 8.8/10 Pricing on request ✓ 4 of 6 features Visit Instructure

AnalyticVue leads on 0 checks, Canvas Intelligent Insights on 0, and 7 are even. Who comes out ahead on the 7 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreAnalyticVue · 9.4/10
  • Most featuresAnalyticVue · 5 of 6

AnalyticVue scores higher on our rubric for learning analytics software: 9.4 against 8.8 out of 10; our editors rank them #1 and #5.

AnalyticVue is the better fit for district-wide predictive student analytics. Canvas Intelligent Insights is the better fit for canvas institutions needing learner insights.

  • AnalyticVue fits best

    District-wide predictive student analytics

  • Canvas Intelligent Insights fits best

    Canvas institutions needing learner insights

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Side by side

Feature AnalyticVue 9.4/10 Visit ↗ Canvas Intelligent Insights 8.8/10 Visit ↗
At a glance
Editor score 9.4 8.8
Ranking #1 in Learning Analytics Software #5 in Learning Analytics Software
Best for District-wide predictive student analytics Canvas institutions needing learner insights
Pricing model Paid Paid
Starting price — —
Free plan — Not checked yet
Free trial — —
Deployment Cloud Cloud
Platforms Web Web
Support Email Email, Phone, Live chat, Docs, Community · 24/7
Integrations 6 integrations 500+ integrations
Built for Mid-market, Enterprise Mid-market, Enterprise
Features AnalyticVue 5/6 · Canvas Intelligent Insights 4/6
Custom dashboards ✓ ✓
Predictive analytics ✓ ✓
Learner risk scoring ✓ ✓
Intervention alerts ✓ (best) Not checked yet
API access ✓ (best) Not checked yet
LTI support Not checked yet ✓ (best)
Our review
Pros
  • Combines SIS, LMS, assessment, and district data
  • Supports drill-down dashboards, forecasting, and risk prediction
  • Provides REST API access with token authentication
  • Prompt-built dashboards with charts, metrics, and shareable insights
  • Real-time monitoring, attention flags, and dropout-risk indicators
  • Canvas, LTI, Canvas API, and SIS integration coverage
Cons
  • Pricing requires a sales contact
  • Advanced predictive features are limited to Premium Edition
  • Available platform is web only
  • Comparatively centered on Canvas environments
  • Pricing requires contact with sales
  • Advanced analytics now sit within Canvas Plus and Canvas Next
Our verdict

AnalyticVue is a cloud-based K-12 student analytics platform for school and district stakeholders, including administrators, teachers, data coaches, students, and parents. It brings together data from student information systems, learning…

Read the review →

Canvas Intelligent Insights is Instructure’s learning analytics product for educational institutions using Canvas. It gives administrators and educators tools to explore Canvas data, build dashboards from prompts, define learner indicators…

Read the review →
  1. AnalyticVueLearning Analytics Software 9.4Pricing on request
  2. Canvas Intelligent InsightsLearning Analytics Software 8.8Pricing on request

Strengths and trade-offs

  • AnalyticVue — where it wins

    • Combines SIS, LMS, assessment, and district data
    • Supports drill-down dashboards, forecasting, and risk prediction
    • Provides REST API access with token authentication

    Where it doesn't

    • Pricing requires a sales contact
    • Advanced predictive features are limited to Premium Edition
    • Available platform is web only

  • Canvas Intelligent Insights — where it wins

    • Prompt-built dashboards with charts, metrics, and shareable insights
    • Real-time monitoring, attention flags, and dropout-risk indicators
    • Canvas, LTI, Canvas API, and SIS integration coverage

    Where it doesn't

    • Comparatively centered on Canvas environments
    • Pricing requires contact with sales
    • Advanced analytics now sit within Canvas Plus and Canvas Next
  • AnalyticVue9.4/10 · Pricing on request

    A broad analytics platform for districts combining reporting, prediction, alerts, and integrations.

    Visit AnalyticVueFull verdict →
  • Canvas Intelligent Insights8.8/10 · Pricing on request

    A Canvas-focused analytics suite for monitoring progress, readiness, and learner risk.

    Visit InstructureFull verdict →

More comparisons

All learning analytics software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update