Best Statistical Analysis Software for Small Business - Page 2

How Many Statistical Analysis Software Products Does G2 Track?

Total Products under this Category: 112

Category Stats (Sep 2026)

  • Average Rating: 4.25/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: IBM SPSS Statistics (+0.05%) - Among all products in this category, IBM SPSS Statistics recorded the largest rating increase compared to last month

Last updated: September 26, 2026

How Does G2 Rank Statistical Analysis Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 7,900+ Authentic Reviews
  • 112+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Statistical Analysis Software

G2 Grid® for Statistical Analysis Software plotting products by satisfaction and market presence

Highlighted products: SAS Viya, IBM SPSS Statistics, Base SAS, Minitab Statistical Software, Posit Team, Orange, OriginPro, and Qualtrics Market Research.

Underlying data: [Grid® JSON](https://www.g2.com/categories/statistical-analysis/grids.json?focus%5B%5D=sas-sas-viya&focus%5B%5D=ibm-spss-statistics&focus%5B%5D=base-sas&focus%5B%5D=minitab-statistical-software&focus%5B%5D=posit-team&focus%5B%5D=orange&focus%5B%5D=originpro&focus%5B%5D=qualtrics-market-research&segment=small-business)

SAS/STAT

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.

Average Rating: 4.2/5.0

Total Reviews: 58

How Do G2 Users Rate SAS/STAT?

  • Quality Control: 9.1/10 (Category avg: 8.3/10)
  • Has the product been a good partner in doing business?: 7.6/10 (Category avg: 8.8/10)
  • Survival Analysis: 9.1/10 (Category avg: 8.4/10)
  • Data Sampling: 9.1/10 (Category avg: 8.6/10)

Who Is the Company Behind SAS/STAT?

  • Seller: SAS Institute Inc.
  • Year Founded: 1976
  • HQ Location: Cary, NC
  • Twitter: @SASsoftware
    60,863 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    15,122 employees on LinkedIn®
  • Phone: 1-800-727-0025

Who Uses This Product?

  • Top Industries: Research, Higher Education
  • Company Size: 49% Large, 31% Medium

What Do G2 Reviewers Say About SAS/STAT?

AI-generated summary from verified user reviews

Cons
  • Users find the learning curve challenging for newcomers, although improvements are being made over time.

What Are Recent G2 Reviews of SAS/STAT?

What Are G2 Users Discussing About SAS/STAT?

Grapher

Grapher™ is a full-function graphing application for scientists, engineers, and business professionals. With over 80 unique graph types, data is quickly transformed into knowledge. Virtually every aspect of the graph is customizable. Enhance your graph with legends, titles and labels, summation plots, graph magnifiers, and statistical reports. Grapher is used extensively by those who care deeply about the visual quality of their final plot.

Average Rating: 4.5/5.0

Total Reviews: 113

How Do G2 Users Rate Grapher?

  • Quality Control: 8.3/10 (Category avg: 8.3/10)
  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 8.8/10)
  • Survival Analysis: 8.3/10 (Category avg: 8.4/10)
  • Data Sampling: 7.5/10 (Category avg: 8.6/10)

Who Is the Company Behind Grapher?

  • Seller: Golden Software
  • Year Founded: 1983
  • HQ Location: Golden, CO
  • Twitter: @GoldenSoftware1
    780 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    32 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Research, Environmental Services
  • Company Size: 39% Large, 33% Medium

What Are Recent G2 Reviews of Grapher?

What Are G2 Users Discussing About Grapher?

Statista

Statista is a global leader in data and insights, trusted by 30,000 business and academic clients worldwide. If you’re tired of searching multiple sources for reliable information, Statista is your solution. With an unrivaled breadth of data on markets, industries, and consumers, Statista provides the essential foundation to uncover trends, validate strategies, and drive success. We help you quickly access credible market and consumer data, back up your ideas, and create impactful presentations, all while gaining comprehensive insights to inform your decisions and fuel growth. Book a demo today to see how Statista can simplify the way you access and use data.

Average Rating: 4.4/5.0

Total Reviews: 30

How Do G2 Users Rate Statista?

  • Quality Control: 7.5/10 (Category avg: 8.3/10)
  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 8.8/10)
  • Survival Analysis: 7.6/10 (Category avg: 8.4/10)
  • Data Sampling: 8.2/10 (Category avg: 8.6/10)

Who Is the Company Behind Statista?

  • Seller: Statista
  • HQ Location: Hamburg, DE
  • Twitter: @StatistaCharts
    145,528 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,279 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Marketing and Advertising
  • Company Size: 40% Small, 33% Medium

What Do G2 Reviewers Say About Statista?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the vast market research and ease of use of Statista, making data presentation effective and efficient.
  • Users value the reliable market insights from Statista, enhancing understanding across various sectors effortlessly.
  • Users value the excellent customer support from Statista, always finding the team eager to assist and enhance their experience.
  • Users appreciate the ease of use of Statista, highlighting its quick navigation and helpful AI features for insights.
  • Users value the visualization tools in Statista, finding them essential for impactful data presentation and strategy development.
Cons
  • Users express concerns about the lack of specific retailer and shopper data in Statista, alongside outdated statistics.
  • Users find Statista's pricing to be relatively high, making premium reports less accessible for startups and growing businesses.
  • Users feel the AI feature's complexity indicates it is still a work in progress, needing further refinement.
  • Users find Statista's interface not user-friendly, often struggling to access downloaded Excel tables within PowerPoint reports.

What Are Recent G2 Reviews of Statista?

GNU Octave

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

Average Rating: 4.2/5.0

Total Reviews: 54

How Do G2 Users Rate GNU Octave?

  • Quality Control: 8.4/10 (Category avg: 8.3/10)
  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 8.8/10)
  • Survival Analysis: 8.0/10 (Category avg: 8.4/10)
  • Data Sampling: 8.2/10 (Category avg: 8.6/10)

Who Is the Company Behind GNU Octave?

  • Seller: FreeCAD
  • Year Founded: 2021
  • HQ Location: Brussels
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Research
  • Company Size: 65% Small, 18% Medium

What Are Recent G2 Reviews of GNU Octave?

What Are G2 Users Discussing About GNU Octave?

ROOT

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.

Average Rating: 4.3/5.0

Total Reviews: 18

How Do G2 Users Rate ROOT?

  • Quality Control: 8.2/10 (Category avg: 8.3/10)
  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 8.8/10)
  • Survival Analysis: 7.3/10 (Category avg: 8.4/10)
  • Data Sampling: 8.3/10 (Category avg: 8.6/10)

Who Is the Company Behind ROOT?

  • Seller: CERN
  • HQ Location: N/A
  • Twitter: @ROOT_Project
    840 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 56% Small, 33% Medium

What Are Recent G2 Reviews of ROOT?

What Are G2 Users Discussing About ROOT?

Stata

The complete statistical software for data science. Stata delivers everything you need for reproducible data analysis—powerful statistics, visualization, data manipulation, and automated reporting—all in one intuitive platform.

Average Rating: 4.3/5.0

Total Reviews: 163

How Do G2 Users Rate Stata?

  • Quality Control: 8.5/10 (Category avg: 8.3/10)
  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.8/10)
  • Survival Analysis: 8.6/10 (Category avg: 8.4/10)
  • Data Sampling: 8.9/10 (Category avg: 8.6/10)

Who Is the Company Behind Stata?

  • Seller: StataCorp
  • Year Founded: 1985
  • HQ Location: College Station, TX
  • Twitter: @Stata
    32,329 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    140 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Analyst, Research Assistant
  • Top Industries: Higher Education, Research
  • Company Size: 42% Large, 31% Medium

What Do G2 Reviewers Say About Stata?

AI-generated summary from verified user reviews

Pros
  • Users value the coding simplification in Stata, enabling easier data analysis and flexibility in usage.
  • Users praise the easy big data analysis and variety of built-in methods offered by Stata.
  • Users appreciate the easy handling of big data with simple coding and diverse analytical methods in Stata.
  • Users find STATA's flexibility in coding and ease of use highly beneficial for effective data management and monitoring.
  • Users find Stata's ease of installation beneficial, allowing for straightforward implementation in data management tasks.
Cons
  • Users find that Stata's memory usage can be excessive, leading to concerns during statistical analyses in the background.
  • Users often find poor customer support with Stata, leading to dissatisfaction and unresolved issues.
  • Users find the poor graphics of Stata unappealing, detracting from their overall experience with the software.

What Are Recent G2 Reviews of Stata?

What Are G2 Users Discussing About Stata?

SigmaPlot

SigmaPlot is a comprehensive scientific software designed to meet the needs of scientists, professional researchers, and engineers by facilitating advanced data analysis and visualization. Its award-winning interface and intuitive wizard technology guide users step-by-step through graph creation and data analysis, enabling the production of high-quality graphs and statistical analyses that surpass the capabilities of standard spreadsheet software. Key Features and Functionality: - Extensive Graphing Options: Offers over 100 types of 2-D and 3-D technical graphs, including scatter plots, contour plots, radar plots, and dot density plots, allowing users to select the most appropriate visual representation for their data. - Advanced Curve Fitting: Provides powerful curve-fitting capabilities with 155 built-in functions, including non-linear, dynamic, and global fitting options, enabling precise modeling of complex data sets. - Comprehensive Statistical Analysis: Includes more than 50 statistical tests, such as t-tests, ANOVA, and regression analysis, with features like Welch’s t-test and frequency tables, ensuring robust data analysis. - Large Data Handling: Supports worksheets with up to 32 million rows and 32,000 columns, accommodating extensive data sets for in-depth analysis. - User-Friendly Interface: Features a customizable ribbon interface, interactive graph wizards, and a notebook manager for efficient organization and editing of worksheets and graphs. - Seamless Integration: Offers compatibility with Microsoft Office, allowing easy import and export of data between SigmaPlot and Excel, as well as integration with PowerPoint for presentations. Primary Value and User Solutions: SigmaPlot addresses the challenges faced by professionals requiring precise and effective data visualization and analysis. By offering a wide array of graphing options, advanced curve-fitting techniques, and comprehensive statistical tools, it enables users to transform complex data into clear, publication-quality graphs and reports. This capability enhances the communication of research findings, supports informed decision-making, and streamlines the workflow of scientists and engineers across various disciplines.

Average Rating: 4.3/5.0

Total Reviews: 23

How Do G2 Users Rate SigmaPlot?

  • Quality Control: 8.9/10 (Category avg: 8.3/10)
  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.8/10)
  • Survival Analysis: 9.4/10 (Category avg: 8.4/10)
  • Data Sampling: 10.0/10 (Category avg: 8.6/10)

Who Is the Company Behind SigmaPlot?

  • Seller: Systat Software
  • HQ Location: BANGALORE, Karnataka
  • Twitter: @systatsoftware
    58 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Research
  • Company Size: 58% Small, 29% Medium

What Do G2 Reviewers Say About SigmaPlot?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the customizable graphical visualization in SigmaPlot, enabling tailored plots with specific equations.
  • Users love the customizable visual design of SigmaPlot, allowing them to create tailored plots effortlessly.

What Are Recent G2 Reviews of SigmaPlot?

Scilab

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

Average Rating: 4.5/5.0

Total Reviews: 58

How Do G2 Users Rate Scilab?

  • Quality Control: 8.2/10 (Category avg: 8.3/10)
  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.8/10)
  • Survival Analysis: 8.0/10 (Category avg: 8.4/10)
  • Data Sampling: 8.9/10 (Category avg: 8.6/10)

Who Is the Company Behind Scilab?

  • Seller: Scilab Enterprises
  • Year Founded: 2010
  • HQ Location: Rungis, FR
  • Twitter: @Scilab
    2,719 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Higher Education, Mechanical or Industrial Engineering
  • Company Size: 58% Small, 22% Medium

What Are Recent G2 Reviews of Scilab?

What Are G2 Users Discussing About Scilab?

Igor Pro

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

Average Rating: 4.3/5.0

Total Reviews: 20

How Do G2 Users Rate Igor Pro?

  • Quality Control: 7.4/10 (Category avg: 8.3/10)
  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.8/10)
  • Survival Analysis: 8.8/10 (Category avg: 8.4/10)
  • Data Sampling: 8.6/10 (Category avg: 8.6/10)

Who Is the Company Behind Igor Pro?

  • Seller: WaveMetrics
  • HQ Location: PORTLAND, Oregon
  • Twitter: @WaveMetrics
    217 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Research
  • Company Size: 67% Small, 24% Large

What Are Recent G2 Reviews of Igor Pro?

What Are G2 Users Discussing About Igor Pro?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated