Suggestions appear as you type. Use the up and down arrows to choose one and Enter to open it.

This page's audience our own tag's counts — open to see them
–Visits
–Page views
–Clicks to vendors
–Time on page
–Reading now
Clicks to vendors, by tool
  • –
Top countries
  • –
Devices
  • –

– · visits, page views and clicks counted by our own tag, which counts more than our checked analytics; every figure rounded down · how we count

Head-to-head · Statistical Analysis Software

Stata vs JMP

  • Updated Oct 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score Stata #2 in Statistical Analysis Software 9.3/10 Paid ✓ 4 of 4 features Visit Stata
JMP #8 in Statistical Analysis Software 8.7/10 30-day trial Free trial✓ 3 of 4 features Visit JMP

Stata leads on 0 checks, JMP on 0, and 5 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 scoreStata · 9.3/10
  • Free trialonly JMP
  • Most featuresStata · 4 of 4

Stata scores higher on our rubric for statistical analysis software: 9.3 against 8.7 out of 10; our editors rank them #2 and #8.

Stata is the better fit for professional, reproducible applied analysis. JMP is the better fit for interactive quality and experimental analysis.

  • Stata fits best

    Professional, reproducible applied analysis

  • JMP fits best

    Interactive quality and experimental analysis

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. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature Stata 9.3/10 Visit ↗ JMP 8.7/10 Visit ↗
At a glance
Editor score 9.3 8.7
Ranking #2 in Statistical Analysis Software #8 in Statistical Analysis Software
Best for Professional, reproducible applied analysis Interactive quality and experimental analysis
Pricing model Paid Paid
Starting price $175/user/yr —
Free plan — —
Free trial — 30 days
Deployment Desktop Desktop
Platforms Windows, macOS, Linux Windows, macOS
Support Email, Live chat, Phone, Community, Docs Email, Phone, Community, Docs
Integrations 7 integrations 60+ integrations
Built for Solo, Small business, Mid-market, Enterprise Solo, Small business, Mid-market, Enterprise
Features Stata 4/4 · JMP 3/4
Statistical tests ✓ ✓
Regression models ✓ ✓
Scripting support ✓ ✓
Bayesian analysis ✓ (best) Not checked yet
Specs
Deployment Desktop Desktop
Data import formats Excel XLS/XLSX, CSV and delimited text, SAS, SPSS, Parquet, dBase, SQL databases via JDBC/ODBC, FRED, and Haver Excel, text files, PDF, SPSS, SAS data sets, XML, JSON, SQL databases, Google Sheets, HDF5, R, MATLAB, Internet or remote computer, PI Server
Our review
Pros
  • Broad modeling across Bayesian, time-series, panel, survival, and multilevel methods
  • Command scripting, Mata programming, and reproducible reporting
  • Python, Jupyter, database, and common statistical-format integration
  • Interactive visualization, preparation, modeling, and statistical testing
  • Design of experiments, reliability, and quality engineering analysis
  • SAS, MATLAB, R, and Python integrations with scripting support
Cons
  • No free plan; published academic pricing requires university affiliation proof
  • Desktop deployment may not suit browser-first or cloud-only workflows
  • Higher-tier MP editions cost more as core counts increase
  • No free plan
  • Desktop deployment limits access to Windows and macOS
  • Annual per-user subscription may not suit occasional analysts
Our verdict

Stata is an integrated desktop application for data management, statistical modeling, visualization, reporting, and reproducible workflows. It is designed for researchers, analysts, educators, and organizations that need applied analysis…

Read the review →

JMP is desktop statistical analysis software for scientists, engineers, researchers, and organizations. It combines interactive data visualization with data cleaning and preparation, statistical modeling, regression, experimental design,…

Read the review →
  1. StataStatistical Analysis Software 9.3Paid
  2. JMPStatistical Analysis Software 8.730-day trial

Strengths and trade-offs

  • Stata — where it wins

    • Broad modeling across Bayesian, time-series, panel, survival, and multilevel methods
    • Command scripting, Mata programming, and reproducible reporting
    • Python, Jupyter, database, and common statistical-format integration

    Where it doesn't

    • No free plan; published academic pricing requires university affiliation proof
    • Desktop deployment may not suit browser-first or cloud-only workflows
    • Higher-tier MP editions cost more as core counts increase

  • JMP — where it wins

    • Interactive visualization, preparation, modeling, and statistical testing
    • Design of experiments, reliability, and quality engineering analysis
    • SAS, MATLAB, R, and Python integrations with scripting support

    Where it doesn't

    • No free plan
    • Desktop deployment limits access to Windows and macOS
    • Annual per-user subscription may not suit occasional analysts
  • Stata9.3/10 · Paid

    A broad, scriptable desktop environment for professional and reproducible applied analysis.

    Visit StataFull verdict →
  • JMP8.7/10 · 30-day trial

    A mature desktop option for interactive quality and experimental analysis.

    Visit JMPFull verdict →

More comparisons

All statistical analysis software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update