Comparison

Art of Stat vs PixelMath

Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.

Head to head
About

Art of Stat

This app is a statistical calculator for performing confidence intervals and hypothesis tests on proportions and means. It offers various tests including z-tests, t-tests, McNemar's test, and ANOVA, with clear visualizations of results and P-values. It also includes a data editor and works offline.

Highlights
  • Inference for proportions (z-test, two sample z-test, McNemar)
  • Inference for means (t-test, two-sample t-test, paired t-test, ANOVA)
  • Chi-Square tests (Goodness of Fit, Independence)
  • Data editor for creating, editing, and importing datasets
  • Visualizations of confidence intervals and P-values
  • Offline mode for exam use
  • Result sharing via screenshots
Features
Read full description

********** News: The Inference app is now part of the all new "Art of Stat" app, a single app that contains Inference and seven other modules (Explore Data, Distributions, Concepts, Regression, Machine Learning, Resampling and Data Editor) Please consider getting the Art of Stat app for the latest updates and features from the App Store. Simply search for "Ar of Stat" on the App Store. This app will continue to work, but future development is concentrated on the new Art of Stat app. ********* Statistical calculator for inference (confidence intervals and hypothesis tests) about proportions and means. The Art of Stat: Inference app provides: - Inference for Proportions + one sample (z-test) + two independent samples (two sample z-test) + two dependent samples (McNemar) - Inference for Means + one sample (t-test) + two independent samples (two-sample t-test) + two dependent samples (paired t-test) + several means (One-way ANOVA) - Chi-Square Test + Goodness of Fit (one sample) + Independence/Homogeneity (contingency table) - Data Editor + Create or edit datasets Unlock all modules for a one-time small fee! Entering your own data is easy: If you just have a few observations (or if you have the summary statistics), simply type them in. For larger datasets, upload a CSV file of your raw data to a cloud account (such as iCloud or Google Drive) or email the file to yourself and save it on your device. Then, open the CSV file in the app and select the variables for your analysis. You can also simply copy & paste raw data from a spreadsheet app (such as Numbers on iOS or Google sheets). To illustrate all methods, several example datasets are provided for each procedure. The results are stunning: The app provides relevant plots (side-by-side or stacked bar charts, boxplots, histograms) and computes and visualizes confidence intervals and P-values for testing hypotheses. All relevant information (such as standard errors, margin of errors, z- or t-scores and degrees of freedom) are clearly displayed and labeled. The P-value is visualized on a graph for the normal, t-, Chi-Squared or F-distribution. Developed for both students and teachers as a handy tool for carrying out basic statistical inference and visualize results on the fly. The app works in on- and offline mode (the app indicates that it is in offline mode with a large green banner), which makes it suitable for exams. Easily share your results by taking screenshots.

About

PixelMath

Master the Digital SAT Math section with targeted practice, clear solutions, and guided examples. Focus on specific skills, recognize patterns, and learn efficient problem-solving techniques. Practice algebra, advanced math, data analysis, and geometry.

Highlights
  • Topic-based practice
  • Concise step-by-step solutions
  • Guided similar examples
  • Instant feedback
  • Offline practice
  • Built-in drawing pad on iPad
Features
Read full description

Build confidence for the Digital SAT® Math section with focused practice, concise solutions, and guided examples that help you understand each problem-solving method. PixelMath organizes practice by skill, making it easy to focus on specific topics, recognize common question patterns, and learn efficient ways to solve problems. PRACTICE THE FOUR MATH DOMAINS • Algebra • Advanced Math • Problem-Solving and Data Analysis • Geometry and Trigonometry FEATURES • Topic-Based Practice Work on linear equations, functions, quadratics, percentages, statistics, circles, triangles, volume, trigonometry, and more. • Concise Step-by-Step Solutions Review clear solutions designed to show an efficient path from the question to the answer. • Guided Similar Examples When you need help, open a related example with a complete solution and apply the same method to the original problem. • Instant Feedback Check your answer and review the reasoning behind the solution. • Built-In Drawing Pad on iPad Write calculations and sketch diagrams directly on the screen while solving problems. • Offline Practice Downloaded practice content works without an internet connection. An internet connection is required for purchases and restoring access. TRY BEFORE UNLOCKING Try the first question in every exercise. A one-time in-app purchase unlocks questions 2–10 across all exercises. PixelMath uses independently created practice questions designed around the skills assessed in the Digital SAT® Math section. It does not reproduce official exam questions. SAT® is a trademark registered by the College Board, which is not affiliated with and does not endorse this app.

Screenshots

Art of Stat4 screens
PixelMath3 screens

Verdict

The call

The clearest difference is update cadence: PixelMath at monthly against Art of Stat's every 6 months. Art of Stat's advantage is ratings volume (20 vs 1) and iOS requirement (15.1 vs 17.6). On price, rating, ads and in-app purchases there is nothing between them.

Scored on Price · Rating · Positive reviews · Number of ratings · Update frequency · Ads · In-app purchases · Monetization · Best chart rank · Devices · Requires iOS

CostPrice · In-app purchases · Ads · Monetization

Both are free to download. Art of Stat sells 12 one-off in-app purchases and PixelMath sells 1 one-off in-app purchase. Whichever you choose, the download price is not the number that matters.

ReceptionRating · Positive reviews · Number of ratings

On the App Store both sit at effectively the same score — 5.0 for Art of Stat against 5.0 for PixelMath. That said, the two scores are not equally well evidenced: Art of Stat has 20 ratings behind it against 1, so its average is the more settled of the two.

UpkeepUpdate frequency

Art of Stat ships an update every 6 months, PixelMath monthly. The most recent releases landed on October 24, 2026 and October 17, 2026 respectively.

Scorecard3 real differences · 7 level
Art of Stat versus PixelMath: the parameters behind the verdict, then further details
ParameterArt of StatPixelMath
PriceFreeFree
Rating5.0 (20 ratings)5.0 (1 ratings) — better
Positive reviews100.0% of reviews—
Number of ratings20 — better1
Update frequencyEvery 6 monthsMonthly — better
AdsNoNo
In-app purchasesYesYes
MonetizationFree with in-app purchasesFree with in-app purchases
DevicesiPhone, iPad, iPod — betteriPhone, iPad
Requires iOS15.1 — better17.6
Further details — not scored
Size33 MB14 MB
Age rating4+4+
DeveloperBernhard KlingenbergKokoapps, LLC

Customer experience

Art of Stat

All ratings20 ratings
Positive100.0%
Neutral0.0%
Negative0.0%
Written reviews3 reviews
Positive100.0%
Neutral0.0%
Negative0.0%

PixelMath

All ratings1 ratings
Positive100.0%
Neutral0.0%
Negative0.0%

In-app purchases

12 purchases

Art of Stat

One-time12
  • Inference for a Mean$0.99
  • Coverage for Intervals$0.99
  • Errors & Power$0.99
Show 9 more
  • Inference for Two Proportions$0.99
  • Inference for Two Means$0.99
  • ANOVA: Comparing Means$0.99
  • Chi-Square Test (Independence)$0.99
  • Two Quantitative Variables$0.99
  • Chi-Square Test (GoF)$0.99
  • Two Dependent Means$0.99
  • Two Dependent Proportions$0.99
  • Unlock All Apps$3.99
1 purchases

PixelMath

One-time1
  • Unlock All Exercises$0.99

Questions

Is Art of Stat free?
Art of Stat is free to download, with in-app purchases available.
Is PixelMath free?
PixelMath is free to download, with in-app purchases available.
Which has better reviews, Art of Stat or PixelMath?
PixelMath is rated higher. Art of Stat averages 5.0 out of 5 from 20 ratings, while PixelMath averages 5.0 from 1 ratings.
Do Art of Stat or PixelMath have ads?
Neither Art of Stat nor PixelMath shows ads.
Which is updated more often, Art of Stat or PixelMath?
Art of Stat ships an update every 6 months, and PixelMath monthly. Most recently, Art of Stat was updated on October 24, 2026 and PixelMath on October 17, 2026.

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