Statistical software for Mac · Native to Mac & Windows

Statistical software built for the Mac.

Serious statistics on your Mac, bought once and yours for good — no subscription, no cloud, no notebook to set up first. Your .sav and .dta files open directly, so work you have already done comes with you, and five million rows stay smooth. Free to try on your own data before you decide.

Seeing a Windows security warning?

Windows is cautious with apps from newer publishers. Stratum is code-signed — it’s safe; Windows just hasn’t built up its reputation yet.

  • Downloading: your browser may flag it as “not commonly downloaded” — choose Keep (in Edge: Keep → Keep anyway).
  • First launch: if you see a blue “Windows protected your PC” box, click More info → Run anyway.
Stratum running on macOS: a sidebar of analyses — data grid, histogram gallery, one-way ANOVA, principal components and a PCA biplot — beside a gallery of list-price histograms faceted by city, stacked by property type with a normal-density overlay and per-city statistics
Native on the Mac. A sidebar of analyses — data grid, histogram gallery, one-way ANOVA, principal components, a PCA biplot — beside the gallery they came from.
Four Stratum charts under one selection: a scatter with the Gentoo penguins at full strength and the rest dimmed, a Pareto of islands where only the Biscoe bar is part-shaded, a histogram with the heavier body-mass bins shaded, and a box plot where only the Gentoo box is part-filled
One selection, every chart. Drag on one chart and the same rows light up everywhere — 91 Gentoo, every one of them on Biscoe, so that bar shades to just over half while Dream and Torgersen stay empty. Aggregate marks show their selected share, not just a highlight.
A One-Way ANOVA report in Stratum: the effects table with an eta-squared column, group means with 95% confidence intervals, and Levene's test naming the post-hoc that follows from it
A report, not just a picture. The effects table with its effect size, group means carrying 95% confidence intervals, and Levene’s test naming the post-hoc that follows from it.
A violin plot showing the full smoothed density of each group
Shape, not just a summary. Violin plots showing each group’s full distribution where a box plot would flatten it to five numbers.
A hex-bin plot of price against carat for 53,939 diamonds in Stratum, each hexagon shaded by its count on a quantile scale, with brighter vertical bands at 1, 1.5 and 2 carats
Fifty-three thousand diamonds, and a habit of the trade. Counts on a quantile color scale, so the whole range reads instead of one corner — and the bright stripes at exactly 1, 1.5 and 2 carats stand out, where stones pile up on the round weights. A scatter this dense is one solid mass.
A linear regression report in Stratum: the coefficients table with confidence intervals and VIF, and an Effect Tests table giving each term a joint F test with its GVIF
Regression you can defend. Coefficients with confidence intervals and VIF, and an Effect Tests table giving every term a joint F test — the diagnostics come with it.
K-means clustering in Stratum: three clusters plotted on the first two principal components with their centroids marked, beside a panel giving cluster sizes, within-cluster sum of squares and the silhouette
Grouping, with the evidence for it. k-means on the principal components with its centroids, and the cluster sizes, within-cluster sum of squares and silhouette reported beside it.

Everything the everyday analyst needs

AreaWhat's included
ImportCSV and delimited text, Excel, fixed-width ASCII, SPSS .sav and Stata .dta — up to ~5 million rows
Descriptive statsNearly 50 statistics per column — moments, quantiles, robust measures, confidence bounds — plus distributions, frequencies and contingency tables
Charts30+ modern statistical charts, zoom on every continuous axis, publication-quality export to PNG, PDF, TIFF and JPEG
Linked selectionOne row selection shared by the datasheet and every chart — click or drag on one and the rest update, with aggregate marks shading to their selected share
Inferential testsOne- and two-sample t, paired t, one-way and factorial ANOVA with Type I/II/III sums of squares, Welch, Tukey HSD, Games-Howell, Kruskal-Wallis and Dunn, chi-square, Pearson/Spearman/Kendall correlation with Bonferroni or FDR correction
RegressionMultiple regression with categorical, interaction and polynomial terms; VIF, Cook's D, leverage, Durbin-Watson, PRESS and predicted R²; confidence and prediction intervals; best-subsets search by Mallows' Cp, AIC, BIC or adjusted R²
MultivariatePCA with KMO and Bartlett's test, MANOVA (Wilks', Pillai, Hotelling-Lawley, Roy), correspondence analysis (Professional)
Machine learningClassification and regression trees with cross-validated pruning, random forests with out-of-bag error, boosted trees with early stopping, partial-dependence plots, k-means and hierarchical clustering, held-out validation and model comparison (Professional)
Quality (SPC)Nine control charts with all eight Nelson rules and Phase I/II staging; capability with Cp, Cpk, Cpm, Pp, Ppk, PPM, Z-bench, confidence intervals and non-normal fits (Professional)
Data preparation114 formula functions across math, text, dates, binning and recoding, column aggregates and row windows
Numerical validationPublished validation record — the outside tool named for every statistic, plus all nine NIST StRD least-squares cases
LanguagesEnglish, German, Spanish, French, Italian, Japanese, Korean, Dutch, Portuguese (Brazil) and Simplified Chinese

Why a native app

Most statistics tools are either cross-platform ports with dated interfaces, or notebooks and scripting environments that assume you want to code. Stratum is neither: it's a real Mac app (and a real Windows app) that opens instantly, imports your data, and lets you run serious analyses by pointing and clicking — with output clean enough to drop into a paper or a deck.

One-time, not a subscription. Stratum is a single purchase — Standard from $119, Professional $249. Students get 25% off Standard with a verified school email. Try the full app free before you buy.

What you are probably moving from

Excel. The Analysis ToolPak covers a handful of tests and stops. You end up with a sheet of formulas nobody can audit, charts that need an hour of formatting, and no diagnostics on the regression it just gave you. Stratum takes the same spreadsheet and returns the full report — coefficients with confidence intervals, VIF, leverage, Cook's D — without a single formula.

R or Python. The cost is setup and recall: environments, package versions, and remembering the incantation for a plot you last drew in March. Stratum runs the same analyses by pointing and clicking, so an answer takes minutes whether or not you opened it last week.

A subscription package. SPSS, Minitab and JMP all bill annually, with parts of the toolkit priced as add-ons. Stratum is bought once, with regression and its full diagnostics in Standard. See how it compares with SPSS, Minitab and JMP.

Frequently asked questions

Does Stratum run natively on Apple Silicon and Intel Macs?

Yes — it's a native macOS app (macOS 14 or later), and a native Windows app (Windows 10/11, 64-bit).

Do I need to know R or Python?

No. Stratum is a point-and-click app; there's nothing to script and no environment to set up.

How large a dataset can it handle?

Up to roughly 5 million rows, imported from CSV or Excel.

Which file formats can I import and export?

Import CSV, TSV and Excel workbooks, with delimiters and column types detected for you. Export reports and charts to PDF, PNG, CSV, Markdown or HTML — charts at print resolution. SPSS .sav and Stata .dta files open directly, so work you have already done comes with you.

Does my data leave my machine?

No. Your analysis runs entirely on your machine: your data is never uploaded to a server or the cloud, and there is no telemetry on your datasets. The app itself does check your license periodically and look for updates, and neither request carries any of your data. Between those checks it keeps working offline for up to a week.

Is a license tied to one computer?

A license activates on two computers, and the version you buy keeps working — there is no renewal date. The two can be any mix — a Mac and a Windows PC on the same license, with the same key.

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