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Head-to-head · Learning Analytics Software

LinkIt! vs Canvas Intelligent Insights

  • Updated Oct 2026
  • Both researched from official sources
  • 4 checks side by side
Higher score LinkIt! #4 in Learning Analytics Software 9.0/10 Pricing on request ✓ 2 of 6 features Visit LinkIt!
Canvas Intelligent Insights #5 in Learning Analytics Software 8.8/10 Pricing on request ✓ 4 of 6 features Visit Instructure

LinkIt! leads on 0 checks, Canvas Intelligent Insights on 0, and 4 are even. Who comes out ahead on the 4 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreLinkIt! · 9.0/10
  • Most featuresCanvas Intelligent Insights · 4 of 6

LinkIt! scores higher on our rubric for learning analytics software: 9.0 against 8.8 out of 10; our editors rank them #4 and #5.

LinkIt! is the better fit for assessment-rich K-12 analytics programs. Canvas Intelligent Insights is the better fit for canvas institutions needing learner insights.

  • LinkIt! fits best

    Assessment-rich K-12 analytics programs

  • Canvas Intelligent Insights fits best

    Canvas institutions needing learner insights

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 LinkIt! 9.0/10 Visit ↗ Canvas Intelligent Insights 8.8/10 Visit ↗
At a glance
Editor score 9.0 8.8
Ranking #4 in Learning Analytics Software #5 in Learning Analytics Software
Best for Assessment-rich K-12 analytics programs Canvas institutions needing learner insights
Pricing model Paid Paid
Starting price Pricing on request —
Free plan Not checked yet Not checked yet
Free trial — —
Deployment Cloud Cloud
Platforms Web Web
Support Email, Phone, Tickets · 24/7 Email, Phone, Live chat, Docs, Community · 24/7
Integrations 6 integrations 500+ integrations
Built for Mid-market, Enterprise Mid-market, Enterprise
Features LinkIt! 2/6 · Canvas Intelligent Insights 4/6
Custom dashboards ✓ ✓
Predictive analytics ✓ ✓
Learner risk scoring Not checked yet ✓ (best)
Intervention alerts Not checked yet Not checked yet
API access Not checked yet Not checked yet
LTI support Not checked yet ✓ (best)
Our review
Pros
  • Combines assessment, attendance, grades, SEL, PBIS, and MTSS data
  • Supports predictive, longitudinal, equity, and subgroup analytics
  • Connects with SIS, SSO, LMS, attendance, grades, and content providers
  • 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 contact with sales
  • Web access is the listed platform option
  • Its broad scope may require coordinated district implementation
  • Comparatively centered on Canvas environments
  • Pricing requires contact with sales
  • Advanced analytics now sit within Canvas Plus and Canvas Next
Our verdict

LinkIt! is a web-based K-12 platform for districts, educators, administrators, teachers, students, and parents. It brings assessment management, instructional data warehousing, dashboards, reporting, and intervention support into one…

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. LinkIt!Learning Analytics Software 9.0Pricing on request
  2. Canvas Intelligent InsightsLearning Analytics Software 8.8Pricing on request

Strengths and trade-offs

  • LinkIt! — where it wins

    • Combines assessment, attendance, grades, SEL, PBIS, and MTSS data
    • Supports predictive, longitudinal, equity, and subgroup analytics
    • Connects with SIS, SSO, LMS, attendance, grades, and content providers

    Where it doesn't

    • Pricing requires contact with sales
    • Web access is the listed platform option
    • Its broad scope may require coordinated district implementation

  • 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
  • LinkIt!9.0/10 · Pricing on request

    A broad K-12 analytics suite for districts managing assessment-rich programs.

    Visit LinkIt!Full 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