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Head-to-head · Statistics Learning Software

Integrated Statistics Learning Environment (ISLE) vs WISE

  • Updated Oct 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score Integrated Statistics Learning Environment (ISLE) #1 in Statistics Learning Software 9.3/10 Open source ✓ 4 of 4 features Visit ISLE
WISE #5 in Statistics Learning Software 8.9/10 Free plan Free plan✓ 3 of 4 features Visit WISE

Integrated Statistics Learning Environment (ISLE) leads on 1 check, WISE on 1, and 3 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 scoreIntegrated Statistics Learning Environment (ISLE) · 9.3/10
  • Free planonly WISE
  • Most featuresIntegrated Statistics Learning Environment (ISLE) · 4 of 4

Integrated Statistics Learning Environment (ISLE) scores higher on our rubric for statistics learning software: 9.3 against 8.9 out of 10; our editors rank them #1 and #5.

WISE offers free plan; Integrated Statistics Learning Environment (ISLE) doesn't publish it. Integrated Statistics Learning Environment (ISLE) offers probability experiments; WISE doesn't publish it.

Integrated Statistics Learning Environment (ISLE) is the better fit for instructors teaching statistics through active analysis. WISE is the better fit for guided tutorials and classroom demonstrations.

  • Integrated Statistics Learning Environment (ISLE) fits best

    Instructors teaching statistics through active analysis

  • WISE fits best

    Guided tutorials and classroom demonstrations

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. How we rank.

Side by side

Feature Integrated Statistics Learning Environment (ISLE) 9.3/10 Visit ↗ WISE 8.9/10 Visit ↗
At a glance
Editor score 9.3 8.9
Ranking #1 in Statistics Learning Software #5 in Statistics Learning Software
Best for Instructors teaching statistics through active analysis Guided tutorials and classroom demonstrations
Pricing model Free Free
Starting price Not published Not published
Free plan Not published ✓ (best)
Free trial — —
Deployment Self-hosted, Desktop Cloud
Platforms Web Web
Support Email, Docs Email
Built for Mid-market, Enterprise Solo, Small business
Features Integrated Statistics Learning Environment (ISLE) 4/4 · WISE 3/4
Guided lessons ✓ ✓
Statistics simulations ✓ ✓
Probability experiments ✓ (best) Not published
Classroom tools ✓ ✓
Specs
Supported platforms web browser; desktop application web
Our review
Pros
  • Combines interactive lessons, probability simulations, and no-code data exploration
  • Supports group analysis, peer review, chat, and classroom response tools
  • Lets instructors author lessons and review reproducible analysis logs
  • Interactive applets and guided questions help learners explore statistical concepts.
  • Tutorials cover hypothesis testing, sampling distributions, and statistical power.
  • Worksheets, videos, simulations, and classroom exercises support instruction.
Cons
  • The project is described as a beta system under active development
  • Lesson authoring with HTML, CSS, and JavaScript may require technical skills
  • Self-hosted deployment and classroom setup may require instructor or institutional support
  • Its listed platform coverage is limited to the web.
  • Its focus is statistics education rather than a broad set of learning subjects.
  • Email is the listed support channel.
Our verdict

ISLE is an open-source statistics learning environment developed by Carnegie Mellon University's Statistics & Data Science community. It is designed for instructors who want students to explore data and practice statistical reasoning,…

Read the review →

WISE is a free collection of web-based statistics tutorials, applets, demonstrations, videos, exercises, and guides from Claremont Graduate University. It is designed for statistics students and instructors, with materials for classroom…

Read the review →
  1. Integrated Statistics Learning Environment (ISLE)Statistics Learning Software 9.3Open source
  2. WISEStatistics Learning Software 8.9Free plan

Strengths and trade-offs

  • Integrated Statistics Learning Environment (ISLE) — where it wins

    • Combines interactive lessons, probability simulations, and no-code data exploration
    • Supports group analysis, peer review, chat, and classroom response tools
    • Lets instructors author lessons and review reproducible analysis logs

    Where it doesn't

    • The project is described as a beta system under active development
    • Lesson authoring with HTML, CSS, and JavaScript may require technical skills
    • Self-hosted deployment and classroom setup may require instructor or institutional support

  • WISE — where it wins

    • Interactive applets and guided questions help learners explore statistical concepts.
    • Tutorials cover hypothesis testing, sampling distributions, and statistical power.
    • Worksheets, videos, simulations, and classroom exercises support instruction.

    Where it doesn't

    • Its listed platform coverage is limited to the web.
    • Its focus is statistics education rather than a broad set of learning subjects.
    • Email is the listed support channel.
  • Integrated Statistics Learning Environment (ISLE)9.3/10 · Open source

    An open-source teaching environment that pairs statistics instruction with collaborative analysis.

    Visit ISLEFull verdict →
  • WISE8.9/10 · Free plan

    WISE pairs guided statistics lessons with interactive applets, simulations, and classroom materials.

    Visit WISEFull 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