Best Statistical Software

Statistical software products are specialized programs designed to allow users to perform complex statistical analysis. These products typically provide tools for the organization, interpretation, and presentation of selected data sets. Statistical solutions typically package these data management capabilities with features specific to statistical analysis. Statistical analysis capabilities refer to capabilities that support analysis methodologies such as regression analysis, predictive analytics, and statistical modelling, among many others.

Statistical software tools are typically used by data scientists and mathematicians, but can provide industry-specific features. These may be features tailored to scientific research, cost modelling, or health science; other tools can perform specific statistical analysis across industry or use case.

Some products overlap within both statistical software and predictive analytics software or business intelligence platforms. However, most tools in those categories will not provide the same level of niche statistical analysis capabilities as statistical software.

To qualify for inclusion in the Statistical category, a product must:

  • Package statistical analysis capabilities, equations, and models
  • Facilitate data importing, preparation and modelling
  • Perform complex statistical analysis
G2 Grid® for Statistical
High Performers
Market Presence
Star Rating

Statistical reviews by real, verified users. Find unbiased ratings on user satisfaction, features, and price based on the most reviews available anywhere.

Compare Statistical Software

Results: 33
G2 takes pride in showing unbiased ratings on user satisfaction. G2 does not allow for paid placement in any of our ratings.
Results: 33
Filter Results
Filter by:
Sort by
Star Rating
Sort By:
    IBM SPSS Statistics
    (588)4.1 out of 5
    Optimized for quick response
    Optimized for quick response

    IBM SPSS Statistics software is used by a variety of customers to solve industry specific business issues to drive quality decision-making.  Advanced statistical procedures and visualization can provide a robust, user friendly and an integrated platform to understand your data and solve complex business and research problems •Addresses all facets of the analytical process from data preparation and management to analysis and reporting •Provides tailored functionality and customizable interfaces for different skill levels and functional responsibilities •Delivers high-resolution graphs and presentation-ready reports to easily communicate results Organizations of all types have relied on proven IBM SPSS Statistics technology to increase revenue, outmaneuver competitors, conduct research, and data driven decision-making

    The primary mission of RStudio is to build a sustainable open-source business that creates software for data science and statistical computing. You may have already heard of some of our work, such as the RStudio IDE, Rmarkdown, shiny, and many packages in the tidyverse. Our open source projects are supported by our commercial products that help teams of R users work together effectively, share computing resources, and publish their results to decision makers within the organization. We also build hosted products to take away the pain of managing R and RStudio yourself, and allow anyone to use R and RStudio even without serious computing resources.

    Stata puts hundreds of statistical tools at your fingertips. For data management, statistical analysis, and publication-quality graphics, Stata has you covered.

    SAS Base is a programming language software that provides web-based programming interface; ready-to-use programs for data manipulation, information storage and retrieval, descriptive statistics and reporting; a centralized metadata repository; and a macro facility that reduces programming time and maintenance headaches.

    JMP combines powerful statistics with dynamic graphics, in memory and on the desktop. Its interactive and visual paradigm enables JMP to reveal insights that are impossible to gain from raw tables of numbers or static graphs.

    SAS/STAT includes exact techniques for small data sets, high-performance statistical modeling tools for large data tasks and modern methods for analyzing data with missing values.

    NumXL is a suite of time series Excel add-ins. It transforms your Microsoft Excel application into a first-class time series software and econometrics tool, offering the kind of statistical accuracy offered by the far more expensive statistical packages. NumXL integrates natively with Excel, adding scores of econometric functions, a rich set of shortcuts, and intuitive user interfaces to guide you through the entire process. NumXL comes packed with scores of functions that you can easily access through the function wizard in Excel, as well as several wizards and shortcut UIs to facilitate the time series analysis process and automate the most common steps (e.g. summary stats, modeling, calibration, diagnosis, forecast, and more.) (1) Description Statistics (2) Statistical Testing. (3) Correlogram Analysis (4) Date & Calendar calculation (5) Brown's, linear & Winter's exponential smoothing (6) ARMA/ARIMA/SARIMA & X12ARIMA (7) ARMAX/SARIMA-X (8) GARCH, E-GARCH & GARCH-M (9) MLR, GLM & PCA (10) Spectral Analysis: DFT, IDFT, HP, BK, convolution & Periodogram (11) Utilities: Interpolation, Regex, etc.

    Scilab is a free open-source software for numerical computation and simulation similar to Matlab/Simulink.

    KNIME® is an open source data analytics, reporting and integration platform.

    GNU Octave is an open-source mathematical modeling and simulation software very similar to using the same language as Matlab and Freemat.

    EViews offers academic researchers, corporations, government agencies, and students access to statistical, forecasting, and modeling tools through an object-oriented interface.

    ROOT is a modular scientific software framework that provides all the functionalities needed to deal with big data processing, statistical analysis, visualisation and storage, it is mainly written in C++ but integrated with other languages such as Python and R.

    G*Power is a tool to compute statistical power analyses for many different t tests, F tests, χ2 tests, z tests and some exact tests. G*Power can also be used to compute effect sizes and to display graphically the results of power analyses.

    Multiple users can explore data, then interactively create and refine predictive models. Distributed, in-memory processing slashes model development time, quickly surfacing valuable insights you can act on.

    nQuery is now the world's most trusted sample size and power analysis software. In 2018, 91% of organizations with FDA approved clinical trials used nQuery as their sample size calculator. It is used by Biostatisticians of all levels of expertise. Created by sample size experts, nQuery boasts an extensive list of easy-to-use but powerful features for sample size calculation and power analysis.

    AcaStat is a data analysis and summary statistics package. Helps to import tab or comma delimited data files or use drag and drop from a spreadsheet. Format, set missing values, and recode data.

    AM is a statistical software package for analyzing data from complex samples, especially largescale assessments such as the National Assessment of Educational Progress (NAEP) and the Third International Mathematics and Science Studies (TIMSS).

    AnalyzerProis a productivity software application for both low and high resolution LC-MS and GC-MS data with support for multiple vendors’ data. This comprehensive post-processing utility provides optimized workflows for sample-to-sample comparison, target component analysis, quantitation and library searching for data generated from any LC-MS and GC-MS platform.

    Appricon Analysis Studio is a statistical analysis software that provides an end to end model generation process designed for fast development, analysis, and deployment.

    AqQA is a software program written by water chemists, for water chemists. Best of all, it is not only powerful but easy to learn, so you can start using it in minutes

    BMDP Statistical Software is a statistical analysis software that provides in-depth functionality for all the major statistical analyses.

    DataMelt is a computational environment that allows you to perform data analysis, mathematical and statistical calculations using scripting languages (Python/Jython, BeanShell, Groovy, JRuby, Matlab/Octave) on the Java and Android platforms.

    Scientific and engineering data analysis solution that automates creation of graphs, image and data processing.

    This software is used to analyze mass spectrometry data.

    MCM Alchimia software for uncertainty estimation by Monte Carlo Method for labs, universities or research institutions.

    Provides a common interface for different vendor data and automates all functionality such as data importing and display, integration, background subtraction, display of extracted mass chromatograms, molecule match, enumeration of molecular formulae, etc.

    PASS software provides sample size tools for over 795 statistical test and confidence interval scenarios - more than double the capability of any other sample size software.

    NLREG is a powerful statistical analysis program that performs linear and nonlinear regression analysis, surface and curve fitting.

    OpenEpi is free and open source software for epidemiologic statistics. It can be run from a web server or downloaded and run without a web connection. A server is not required. The programs are written in JavaScript and HTML, and should be compatible with recent Linux, Mac, and PC browsers, regardless of operating system.

    Ultimate resource for those seeking power and sample size calculations. Free, Online, Easy-to-Use Power and Sample Size Calculators, no java applets, plugins, registration, or downloads ... just free

    PS is an interactive program for performing power and sample size calculations that may be downloaded for free. It can be used for studies with dichotomous, continuous, or survival response measures. The alternative hypothesis of interest may be specified either in terms of differing response rates, means, or survival times, or in terms of relative risks or odds ratios. Studies with dichotomous or continuous outcomes may involve either a matched or independent study design. The program can determine the sample size needed to detect a specified alternative hypothesis with the required power, the power with which a specific alternative hypothesis can be detected with a given sample size, or the specific alternative hypotheses that can be detected with a given power and sample size.

    StatCrunch is powerful web-based statistical software that allows users to perform complex analyses, share data sets, and generate compelling reports of their data. The vibrant online community offers tens of thousand of shared data sets for students to analyze.

    Input your data directly in Excel, or use one of the many import possibilites that Excel offers.