Head-to-head · Statistics Learning Software
Integrated Statistics Learning Environment (ISLE) vs Stat Trek
Integrated Statistics Learning Environment (ISLE) leads on 2 checks, Stat Trek on 1, and 2 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 Stat Trek
- 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 8.6 out of 10; our editors rank them #1 and #8.
Stat Trek offers free plan; Integrated Statistics Learning Environment (ISLE) doesn't publish it. Integrated Statistics Learning Environment (ISLE) offers probability experiments; Stat Trek doesn't publish it. Integrated Statistics Learning Environment (ISLE) offers classroom tools; Stat Trek doesn't publish it.
Integrated Statistics Learning Environment (ISLE) is the better fit for instructors teaching statistics through active analysis. Stat Trek is the better fit for free AP Statistics study and exam practice.
- Integrated Statistics Learning Environment (ISLE) fits best
Instructors teaching statistics through active analysis
- Stat Trek fits best
Free AP Statistics study and exam practice
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Side by side
| Feature | Integrated Statistics Learning Environment (ISLE) 9.3/10 Visit ↗ | Stat Trek 8.6/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | 9.3 | 8.6 |
| Ranking | #1 in Statistics Learning Software | #8 in Statistics Learning Software |
| Best for | Instructors teaching statistics through active analysis | Free AP Statistics study and exam practice |
| 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 |
| Built for | Mid-market, Enterprise | Solo, Small business |
| Features Integrated Statistics Learning Environment (ISLE) 4/4 · Stat Trek 2/4 | ||
| Guided lessons | ✓ | ✓ |
| Statistics simulations | ✓ | ✓ |
| Probability experiments | ✓ (best) | Not published |
| Classroom tools | ✓ (best) | Not published |
| Specs | ||
| Supported platforms | web browser; desktop application | web |
| Our review | ||
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| 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 → |
Stat Trek is a free web-based resource for learning statistics and probability, with a strong focus on AP Statistics. Its intended audience includes students studying independently: the site combines curriculum lessons, written and video… Read the review → |
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
Stat Trek — where it wins
- Combines written and video AP Statistics lessons with practice exams and explanations
- Provides tables and calculators for probability and multiple distributions
- Includes sample-size and statistical power tools alongside a random-number generator
Where it doesn't
- Its lesson and exam focus is centered on AP Statistics and self-study
- The listed platform is web only
- Classroom features are not listed
- 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 → - Stat Trek8.6/10 · Free plan
A free web resource for AP Statistics study, practice exams and statistical calculations.
Visit Stat TrekFull verdict →
More comparisons
- Integrated Statistics Learning Environment (ISLE) vs SOCR (Statistics Online Computational Resource)
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- Integrated Statistics Learning Environment (ISLE) vs SticiGui
- Integrated Statistics Learning Environment (ISLE) vs WISE
- Integrated Statistics Learning Environment (ISLE) vs Seeing Theory
- Integrated Statistics Learning Environment (ISLE) vs Brilliant
- SOCR (Statistics Online Computational Resource) vs Stat Trek
- Conceptual Learning with Interactive Applets vs Stat Trek
All statistics learning software comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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