Comparison

Path Finding Visualization vs Art of Stat

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

Head to head
About

Path Finding Visualization

Explore and visualize six different pathfinding algorithms in action. Customize your own grids by setting start and end points, and adding obstacles. Gain a deeper understanding of how algorithms like Dijkstra's and A* work.

Highlights
  • Visualize six pathfinding algorithms
  • Select custom start and end points
  • Add walls to create boundaries
  • Dijkstra's algorithm
  • A* algorithm
  • Breadth-First Search
  • Depth-First Search
Features
Read full description

Want to see various pathfinding algorithms in action? With Path Finding Visualization, you can visualize, in action, six different algorithms. This app allows you to select your own starting and ending points, select the algorithm you want to use, and add walls in order to create boundaries. This app includes the following algorithms: Dijkstra's - Works by expanding outwards until it reaches the target node. Guaranteed to find the shortest path as long as there are not any negative weights. Bidirectional Dijkstra's - Dijkstra's algorithm from both sides. A* - Like Dijkstra's in that it favors nodes close to the starting point, but also favors nodes close to the ending point (heuristic). It does not guarantee the shortest path. A tie-breaker that prefers straight lines was included in order to prevent multiple nodes from having the same F values. Bidirectional A* - The A* algorithm from both sides. Breadth-First Search - Traverses through a graph one level at a time until it finds the target node. Since there are no weights, this algorithm does guarantee the shortest path. Depth-First Search - Traverses through a graph by going as deep as possible and then backtracking until it finds the target node. It does not guarantee the shortest path. Learning about or want to visualize any of the above algorithms in action? Download Path Finding Visualization today and have a better understanding of how each algorithm works.

About

Art of Stat

Explore and visualize probability distributions with interactive graphics. Calculate probabilities, percentiles, and critical values. Works offline and offers a wide range of continuous and discrete distributions.

Highlights
  • Visualize probability distributions
  • Interactive sliders and buttons
  • Calculate probabilities and percentiles
  • Obtain critical values
  • Simulate random numbers
  • Offline mode
  • Wide range of distributions
Features
Read full description

News: The Distributions app is now part of the all new "Art of Stat" app, which contains this and seven other modules. 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. Original Description: The Art of Stat: Distributions app explores and visualizes continuous and discrete probability distributions via sliders and buttons. Don't rely on boring and complicated graphing calculators that don't deserve their name. Instead, use the interactive graphics that this app provides to learn about probability distributions and visualize results side-by-side with the numerical solutions. Find probabilities or percentiles (two-tailed, upper tail or lower tail) for computing P-values or when working with discrete distributions. Obtain critical values for confidence intervals. Display the expected value and standard deviation, and simulate random numbers. The app works in offline (airplane) mode and indicates this by changing the background color. Continuous Distributions implemented so far: - Normal - Student's t - Chi-Squared - F - Exponential - Uniform - Gamma - Beta Discrete Distributions: - Binomial - Geometric - Poisson - Define Your Own Discrete Distribution, or choose from preloaded examples, such as Benford's Distribution of the leading digit

Screenshots

Path Finding Visualization4 screens
Art of Stat4 screens

Verdict

The call

The clearest difference is in-app purchases: Path Finding Visualization at none against Art of Stat's 10. Path Finding Visualization also leads on rating (5.0 vs 4.8). Art of Stat's advantage is update cadence (every 4 months vs every 35 months) and ratings volume (53 vs 1). On price, ads, monetization model and device support 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 10 one-off in-app purchases. Path Finding Visualization asks for nothing beyond the download.

ReceptionRating · Positive reviews · Number of ratings

Path Finding Visualization holds the better App Store score, 5.0 against 4.8. That said, the two scores are not equally well evidenced: Art of Stat has 53 ratings behind it against 1, so its average is the more settled of the two.

UpkeepUpdate frequency

Path Finding Visualization ships an update every 35 months, Art of Stat every 4 months. The most recent releases landed on October 2, 2026 and October 8, 2026 respectively.

Scorecard4 real differences · 6 level
Path Finding Visualization versus Art of Stat: the parameters behind the verdict, then further details
ParameterPath Finding VisualizationArt of Stat
PriceFreeFree
Rating5.0 (1 ratings) — better4.8 (53 ratings)
Positive reviews—100.0% of reviews
Number of ratings153 — better
Update frequencyEvery 35 monthsEvery 4 months — better
AdsNoNo
In-app purchasesNo — betterYes
MonetizationFreeFree
DevicesiPhone, iPad, iPodiPhone, iPad, iPod
Requires iOS15.115.1
Further details — not scored
Size33 MB30 MB
Age rating4+4+
DeveloperJosh SauderBernhard Klingenberg

Customer experience

Path Finding Visualization

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

Art of Stat

All ratings53 ratings
Positive96.2%
Neutral1.9%
Negative1.9%
Written reviews9 reviews
Positive100.0%
Neutral0.0%
Negative0.0%

In-app purchases

None

Path Finding Visualization

No in-app purchases

10 purchases

Art of Stat

One-time10
  • t Distribution$0.99
  • Normal Distribution$0.99
  • Binomial Distribution$0.99
Show 7 more
  • F Distribution$0.99
  • Poisson Distribution$0.99
  • Discrete Distribution$0.99
  • Exponential Distribution$0.99
  • Uniform Distribution$0.99
  • Beta Distribution$0.99
  • Unlock All Distributions$3.99

Questions

Is Path Finding Visualization free?
Path Finding Visualization is free to download, with no in-app purchases.
Is Art of Stat free?
Art of Stat is free to download, with in-app purchases available.
Which has better reviews, Path Finding Visualization or Art of Stat?
Path Finding Visualization is rated higher. Path Finding Visualization averages 5.0 out of 5 from 1 ratings, while Art of Stat averages 4.8 from 53 ratings.
Do Path Finding Visualization or Art of Stat have ads?
Neither Path Finding Visualization nor Art of Stat shows ads.
Which is updated more often, Path Finding Visualization or Art of Stat?
Path Finding Visualization ships an update every 35 months, and Art of Stat every 4 months. Most recently, Path Finding Visualization was updated on October 2, 2026 and Art of Stat on October 8, 2026.

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