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Head-to-head · Statistics Learning Software

Conceptual Learning with Interactive Applets vs Seeing Theory

  • Updated Oct 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score Conceptual Learning with Interactive Applets #3 in Statistics Learning Software 9.1/10 Free plan Free plan✓ 4 of 4 features Visit the applets
Seeing Theory #6 in Statistics Learning Software 8.8/10 Free plan Free plan✓ 3 of 4 features Visit Seeing Theory

Conceptual Learning with Interactive Applets leads on 1 check, Seeing Theory on 0, and 4 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 scoreConceptual Learning with Interactive Applets · 9.1/10
  • Free planboth
  • Most featuresConceptual Learning with Interactive Applets · 4 of 4

Conceptual Learning with Interactive Applets scores higher on our rubric for statistics learning software: 9.1 against 8.8 out of 10; our editors rank them #3 and #6.

Conceptual Learning with Interactive Applets offers classroom tools; Seeing Theory doesn't publish it.

Conceptual Learning with Interactive Applets is the better fit for visualizing statistics concepts in class. Seeing Theory is the better fit for learning probability and inference through visualizations.

  • Conceptual Learning with Interactive Applets fits best

    Visualizing statistics concepts in class

  • Seeing Theory fits best

    Learning probability and inference through visualizations

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Side by side

Feature Conceptual Learning with Interactive Applets 9.1/10 Visit ↗ Seeing Theory 8.8/10 Visit ↗
At a glance
Editor score 9.1 8.8
Ranking #3 in Statistics Learning Software #6 in Statistics Learning Software
Best for Visualizing statistics concepts in class Learning probability and inference through visualizations
Pricing model Free Free
Starting price Not published Not published
Free plan ✓ ✓
Free trial — —
Deployment Cloud Cloud
Platforms Web Web
Built for Solo, Small business, Mid-market Solo, Small business
Features Conceptual Learning with Interactive Applets 4/4 · Seeing Theory 3/4
Guided lessons ✓ ✓
Statistics simulations ✓ ✓
Probability experiments ✓ ✓
Classroom tools ✓ (best) Not published
Specs
Supported platforms web Web browser
Our review
Pros
  • Interactive applets cover probability, sampling, inference, regression and ANOVA.
  • Visualizations explore confidence intervals, p-values and statistical power.
  • Instructor notes and tutorial activities support teaching and student review.
  • Interactive demonstrations cover probability events and distributions.
  • Visual exercises explain confidence intervals, bootstrap, and Bayesian updating.
  • Regression, correlation, and ANOVA examples use interactive visualizations.
Cons
  • The collection focuses on learning concepts rather than broader classroom management.
  • Applets run on the web, with no other supported platform listed.
  • Its listed support channels are email and documentation.
  • The site is archived for reference rather than presented as an active course.
  • It runs in a web browser, with no other platform specified.
  • Its examples focus on statistical concepts rather than classroom workflows.
Our verdict

Conceptual Learning with Interactive Applets is a University of Melbourne educational resource for teaching and learning undergraduate mathematics and statistics. Its browser-based GeoGebra applets are suited to instructors demonstrating…

Read the review →

Seeing Theory is a browser-based educational resource from Brown University that introduces probability and statistics through interactive visualizations. Its six chapters address basic and compound probability, distributions, frequentist…

Read the review →
  1. Conceptual Learning with Interactive AppletsStatistics Learning Software 9.1Free plan
  2. Seeing TheoryStatistics Learning Software 8.8Free plan

Strengths and trade-offs

  • Conceptual Learning with Interactive Applets — where it wins

    • Interactive applets cover probability, sampling, inference, regression and ANOVA.
    • Visualizations explore confidence intervals, p-values and statistical power.
    • Instructor notes and tutorial activities support teaching and student review.

    Where it doesn't

    • The collection focuses on learning concepts rather than broader classroom management.
    • Applets run on the web, with no other supported platform listed.
    • Its listed support channels are email and documentation.

  • Seeing Theory — where it wins

    • Interactive demonstrations cover probability events and distributions.
    • Visual exercises explain confidence intervals, bootstrap, and Bayesian updating.
    • Regression, correlation, and ANOVA examples use interactive visualizations.

    Where it doesn't

    • The site is archived for reference rather than presented as an active course.
    • It runs in a web browser, with no other platform specified.
    • Its examples focus on statistical concepts rather than classroom workflows.
  • Conceptual Learning with Interactive Applets9.1/10 · Free plan

    A free, browser-based collection for visualizing core statistics concepts in class.

    Visit the appletsFull verdict →
  • Seeing Theory8.8/10 · Free plan

    A free browser-based resource for exploring probability, inference, and regression visually.

    Visit Seeing TheoryFull verdict →

More comparisons

All statistics learning software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update