--- title: "Best Statistical Analysis Software for Mac 2026 | Capterra" description: "Find and compare the 2026 best Statistical Analysis software for Mac, using our interactive tool to quickly narrow your choices based on businesses like yours." source_url: "https://www.capterra.com/statistical-analysis-software/s/mac/" page_type: "subcategory" language: "en" --- # Best Statistical Analysis Software for mac ## EngineRoom Rating: 4.7 out of 5 (87 reviews) Profile: [EngineRoom](https://www.capterra.com/p/10012559/EngineRoom/) Visible tabs: Overview, Features, Gallery ### Overview tab #### What is this product about? EngineRoom is a comprehensive statistical analysis and data visualization tool suite that power process improvement initiatives. #### Rating breakdown - Ease of Use: 4.7 out of 5 - Customer Service: 4.6 out of 5 - Features: 4.6 out of 5 - Value for Money: 4.6 out of 5 #### Pros and cons based on reviews Not available #### Starting price Starting price: $495.00 Pricing details: Per User, Per Year Free trial: Yes Free demo: Yes ### Features tab #### Highest rated features - Data Visualization: 4.6 rating - Statistical Analysis: 4.8 rating - Reporting/Analytics: 4.6 rating - Data Import/Export: 4.4 rating #### Lowest rated features - Time Series Analysis: 3.0 rating - Predictive Analytics: 4.4 rating - Drag & Drop: 4.3 rating - Visual Analytics: 4.3 rating #### Feature-related review snippet Reviewer: Will S. Reviewer details: Executive Office, 10,001+ employees Published: September 11, 2024 > "Ease of use- its touch screen capable statistics! " ### Gallery tab Ease of use: 4.7 out of 5 (87 reviews) #### Related review snippet Reviewer: Tariqul I. Reviewer details: Research, 51-200 employees Published: July 14, 2026 > "It provide the tools I needed to analyze data, monitor performance and support process improvement projects effectively. Although there was a bit of a learning curve at the beginning." --- ## Looker Rating: 4.5 out of 5 (283 reviews) Profile: [Looker](https://www.capterra.com/p/169053/Looker/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? Analytics That Everyone Loves. Explore & Share Data. Reports and Insights For Every Department. #### Rating breakdown - Ease of Use: 4.3 out of 5 - Customer Service: 4.5 out of 5 - Features: 4.4 out of 5 - Value for Money: 4.4 out of 5 #### Pros and cons based on reviews Pros: - Flexible, intuitive data visualization - Efficient collaborative report distribution Cons: - Slow performance with large data #### Starting price Starting price: Not available Pricing details: Other, Per Year Free trial: Yes Free demo: No ### Features tab #### Highest rated features - Data Visualization: 4.6 rating - Reporting/Analytics: 4.8 rating - Multiple Data Sources: 4.7 rating - Data Connectors: 4.4 rating #### Lowest rated features - Search/Filter: 3.8 rating - Statistical Analysis: 4.3 rating - Data Import/Export: 4.4 rating - Regression Analysis: 4.0 rating #### Feature-related review snippet Reviewer: Matthew H. Reviewer details: Computer Software, Self-employed Published: November 21, 2024 > "The application does a great job at transforming intricate datasets into visuals that can be understood within a short span of time making it simple to detect patterns and insights." ### Gallery tab Ease of use: 4.3 out of 5 (283 reviews) #### Related review snippet Reviewer: Erika G. Reviewer details: Information Technology and Services, 51-200 employees Published: August 11, 2025 > "It has blended data feature which allows to create a single table from different data sources like Google Analytics and Google Search Console." ### Integrations tab Looker connects with 19+ software tools. [See all integrations](https://www.capterra.com/p/169053/Looker/#integrations) #### Most popular integrations - Microsoft Excel: 4.9 rating - Salesforce Sales Cloud: 4.4 rating - Mailchimp: 4.5 rating - Google Workspace: 5.0 rating - Google Analytics 360: 4.9 rating - HubSpot Marketing Hub: 4.8 rating - HubSpot CRM: 4.5 rating - Zendesk Suite: 4.4 rating - Xero: 4.4 rating --- ## SAS Viya Rating: 4.4 out of 5 (12 reviews) Profile: [SAS Viya](https://www.capterra.com/p/10004983/SAS-Viya/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? SAS Viya is a cloud-native AI and analytics platform that integrates data, builds models, and manages cloud infrastructure. #### Rating breakdown - Ease of Use: 4.1 out of 5 - Customer Service: 3.9 out of 5 - Features: 4.4 out of 5 - Value for Money: 3.7 out of 5 #### Pros and cons based on reviews Not available #### Starting price Starting price: Not available Free trial: Yes Free demo: No ### Features tab #### Highest rated features - Data Visualization: 4.7 rating - Statistical Simulation: 4.3 rating - Statistical Analysis: 4.5 rating - Search/Filter: 5.0 rating #### Lowest rated features - Ad hoc Reporting: 4.0 rating - Data Import/Export: 4.0 rating - Real-Time Data: 4.0 rating - Reporting & Statistics: 4.0 rating ### Gallery tab Ease of use: 4.1 out of 5 (12 reviews) ### Integrations tab SAS Viya connects with 38+ software tools. [See all integrations](https://www.capterra.com/p/10004983/SAS-Viya/#integrations) #### Most popular integrations - Google Drive: 4.8 rating - OneDrive: 4.5 rating - Google Analytics 360: 4.7 rating - Twitter/X: 4.5 rating - YouTube: 4.7 rating - Facebook Business Suite: 4.3 rating - Azure Synapse Analytics: 4.3 rating - Red Hat Enterprise Linux: 4.6 rating - Databricks: 4.5 rating --- ## Tableau Rating: 4.6 out of 5 (2,357 reviews) Profile: [Tableau](https://www.capterra.com/p/208764/Tableau/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? Tableau Software helps people see and understand data. Tableau delivers fast analytics, visualization and business intelligence. #### Rating breakdown - Ease of Use: 4.1 out of 5 - Customer Service: 4.2 out of 5 - Features: 4.5 out of 5 - Value for Money: 4.2 out of 5 #### Pros and cons based on reviews Pros: - Versatile interactive data visualizations - Flexible dashboard building tools Cons: - High licensing and subscription costs - Slow performance with large datasets #### Starting price Starting price: $15.00 Pricing details: Per User, Per Month Free trial: Yes Free demo: No ### Features tab #### Highest rated features - Data Visualization: 4.7 rating - Reporting/Analytics: 4.6 rating - Statistical Analysis: 4.5 rating - Data Connectors: 4.4 rating #### Lowest rated features - Data Import/Export: 4.5 rating - Reporting & Statistics: 4.5 rating - Regression Analysis: 4.3 rating - Search/Filter: 4.6 rating #### Feature-related review snippet Reviewer: Aj W. Reviewer details: Health, Wellness and Fitness, Self-employed Published: September 1, 2025 > "I has a beautiful interface." ### Gallery tab Ease of use: 4.1 out of 5 (2,357 reviews) #### Related review snippet Reviewer: Verified Reviewer Reviewer details: Non-Profit Organization Management, 51-200 employees Published: February 19, 2026 > "It integrates will with Python and R, and even many of its native features provide clean, highly useful dashboards for communicating both with internal and external stakeholders." ### Integrations tab Tableau connects with 24+ software tools. [See all integrations](https://www.capterra.com/p/208764/Tableau/#integrations) #### Most popular integrations - Salesforce Sales Cloud: 4.7 rating - Procore: 4.5 rating - TapClicks: 4.3 rating - Jedox: 4.4 rating - Alteryx Designer: 4.6 rating - Infor OS: 4.1 rating #### Integrations-related review snippet Reviewer: CRISTIANO D. Reviewer details: Hospitality, 5,001-10,000 employees Published: July 11, 2024 > "It is a fast tool, easy to integrate and with many resources" --- ## MATLAB Rating: 4.6 out of 5 (2,095 reviews) Profile: [MATLAB](https://www.capterra.com/p/125813/MATLAB/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? A MATLAB toolbox for analyzing and modeling data using statistics and machine learning #### Rating breakdown - Ease of Use: 4.0 out of 5 - Customer Service: 4.2 out of 5 - Features: 4.6 out of 5 - Value for Money: 4.2 out of 5 #### Pros and cons based on reviews Pros: - Advanced simulation capabilities - Comprehensive engineering software platform Cons: - Expensive licensing and add-ons - Sluggish performance on complex tasks #### Starting price Starting price: $203.63 Pricing details: Flat Rate, Per Year Free trial: Yes Free demo: No ### Features tab #### Highest rated features - Data Visualization: 4.6 rating - Reporting/Analytics: 4.5 rating - Regression Analysis: 4.5 rating - Statistical Simulation: 4.6 rating #### Lowest rated features - File Storage: 4.2 rating - Survival Analysis: 4.2 rating - Time Series Analysis: 4.4 rating - Statistical Process Control: 4.4 rating #### Feature-related review snippet Reviewer: MD ROBIUL ISLAM R. Reviewer details: Animation, 1-10 employees Published: January 11, 2024 > "Fully functional lightweight app with simple interface." ### Gallery tab Ease of use: 4.0 out of 5 (2,095 reviews) #### Related review snippet Reviewer: Nicolás S. Reviewer details: Telecommunications, 1,001-5,000 employees Published: May 5, 2026 > "The software excels at handling large-scale data analysis and providing a stable, integrated environment for mission-critical research and development. While the financial investment is high, the quality of customer support and the significant time saved through its optimized, built-in functions often justify the cost for professional applications." ### Integrations tab MATLAB connects with 17+ software tools. [See all integrations](https://www.capterra.com/p/125813/MATLAB/#integrations) #### Most popular integrations - Tableau: 4.4 rating - Microsoft Power BI: 4.3 rating - MongoDB: 4.7 rating - Spotfire: 4.4 rating - codebeamer: 4.1 rating - Azure Cosmos DB: 4.2 rating #### Integrations-related review snippet Reviewer: Nicolás S. Reviewer details: Telecommunications, 1,001-5,000 employees Published: May 5, 2026 > "The software excels at handling large-scale data analysis and providing a stable, integrated environment for mission-critical research and development. While the financial investment is high, the quality of customer support and the significant time saved through its optimized, built-in functions often justify the cost for professional applications." --- ## IBM SPSS Statistics Rating: 4.5 out of 5 (644 reviews) Profile: [IBM SPSS Statistics](https://www.capterra.com/p/250819/IBM-SPSS-Statistics/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? Software is used by a variety of customers to solve industry-specific business issues to drive quality decision-making. #### Rating breakdown - Ease of Use: 4.0 out of 5 - Customer Service: 4.1 out of 5 - Features: 4.4 out of 5 - Value for Money: 4.2 out of 5 #### Pros and cons based on reviews Pros: - Essential tool for research - Comprehensive predictive analytics platform Cons: - Steep learning curve and complexity - High cost and complex licensing #### Starting price Starting price: $99.00 Free trial: Yes Free demo: No ### Features tab #### Highest rated features - Statistical Analysis: 4.8 rating - Reporting & Statistics: 4.7 rating - Reporting/Analytics: 4.5 rating - Data Visualization: 4.3 rating #### Lowest rated features - Ad hoc Reporting: 4.4 rating - Forecasting: 2.0 rating - Predictive Analytics: 4.6 rating - Data Clustering: 3.0 rating #### Feature-related review snippet Reviewer: Dominik M. Reviewer details: Religious Institutions, 11-50 employees Published: January 10, 2023 > "Even newcomers can quickly get to grips with SPSS after a short familiarization period thanks to the graphical and guided interface." ### Gallery tab Ease of use: 4.0 out of 5 (644 reviews) #### Related review snippet Reviewer: Viviana B. Reviewer details: Paper & Forest Products, 10,001+ employees Published: November 13, 2024 > "We selected IBM SPSS Statistics mainly for its effective analysis of a large amount of data that characterizes the manufacturing industry, as well as for its efficiency in predictive modeling." ### Integrations tab IBM SPSS Statistics connects with 1+ software tools. [See all integrations](https://www.capterra.com/p/250819/IBM-SPSS-Statistics/#integrations) #### Most popular integrations - Microsoft Excel: 4.6 rating #### Integrations-related review snippet Reviewer: Verified Reviewer Reviewer details: Hospital & Health Care, 501-1,000 employees Published: June 6, 2023 > "It makes  easier to integrate with multiple research workflows." --- ## XLSTAT Rating: 4.7 out of 5 (398 reviews) Profile: [XLSTAT](https://www.capterra.com/p/119448/XLSTAT/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? The leading data analysis and statistical solution for Microsoft EXCEL®. Analyze, customize and share your results. #### Rating breakdown - Ease of Use: 4.6 out of 5 - Customer Service: 4.5 out of 5 - Features: 4.6 out of 5 - Value for Money: 4.5 out of 5 #### Pros and cons based on reviews Pros: - Intuitive and simple operation - Comprehensive statistics in Excel Cons: - Frequent crashes and glitches - High cost for individuals #### Starting price Starting price: $295.00 Pricing details: Flat Rate, Per Year Free trial: Yes Free demo: No ### Features tab #### Highest rated features - Data Visualization: 4.5 rating - Regression Analysis: 4.6 rating - Reporting/Analytics: 4.5 rating - Statistical Analysis: 4.8 rating #### Lowest rated features - Time Series Analysis: 4.2 rating - Forecasting: 4.0 rating - Survival Analysis: 4.0 rating - Predictive Analytics: 4.5 rating #### Feature-related review snippet Reviewer: Larry C. Reviewer details: Financial Services, Self-employed Published: June 30, 2026 > "It has a very nice user interface with Excel." ### Gallery tab Ease of use: 4.6 out of 5 (398 reviews) #### Related review snippet Reviewer: Matej P. Reviewer details: Veterinary, 51-200 employees Published: September 8, 2024 > "The xlstat is perfect for evaluation date for sensoric analysis, discrimination analysis and also for basic statistical thest." ### Integrations tab XLSTAT connects with 1+ software tools. [See all integrations](https://www.capterra.com/p/119448/XLSTAT/#integrations) #### Most popular integrations - Microsoft Excel: 4.9 rating #### Integrations-related review snippet Reviewer: Reginald B. Reviewer details: Medical Practice, Self-employed Published: February 13, 2025 > "Have used it for at least 7 years - gradual improvements in integration into Excel have made it very easy to use now." --- ## Datadog Rating: 4.6 out of 5 (366 reviews) Profile: [Datadog](https://www.capterra.com/p/135453/Datadog-Cloud-Monitoring/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? Gain full visibility into your applications and infrastructure with Datadog’s real-time monitoring, security, and analytics. #### Rating breakdown - Ease of Use: 4.3 out of 5 - Customer Service: 4.3 out of 5 - Features: 4.5 out of 5 - Value for Money: 4.1 out of 5 #### Pros and cons based on reviews Pros: - Extensive third-party integrations ecosystem - Highly customizable visual dashboards Cons: - Complex and expensive pricing model #### Starting price Starting price: $15.00 Pricing details: Other, Per Month Free trial: Yes Free demo: No ### Features tab #### Highest rated features - Activity Dashboard: 5.0 rating - Data Connectors: 5.0 rating - Real-Time Data: 5.0 rating - Real-Time Reporting: 5.0 rating #### Lowest rated features - Data Visualization: 4.0 rating - Search/Filter: 4.0 rating - Statistical Analysis: 5.0 rating #### Feature-related review snippet Reviewer: Vaibhav S. Reviewer details: Oil & Energy, 10,001+ employees Published: December 22, 2025 > "The ease of use and friendly UI, tagging and integrations all add to reason of having it as your preferred tool." ### Gallery tab Ease of use: 4.3 out of 5 (366 reviews) #### Related review snippet Reviewer: Elizabeth A. Reviewer details: Higher Education, 51-200 employees Published: July 7, 2026 > "It offers quick dashboards, with live data of all our campus cloud servers and student databases, all on one screen." ### Integrations tab Datadog connects with 156+ software tools. [See all integrations](https://www.capterra.com/p/135453/Datadog-Cloud-Monitoring/#integrations) #### Most popular integrations - Bitbucket: 4.6 rating - Amazon S3: 4.7 rating - Amazon RDS: 4.6 rating - Amazon EC2: 4.5 rating - Amazon WorkSpaces: 4.3 rating - OpenShift: 4.4 rating #### Integrations-related review snippet Reviewer: Cojoe A. Reviewer details: Information Technology and Services, 1-10 employees Published: February 6, 2025 > "It performs task as needed and allows for amazing team control." --- ## Domo Rating: 4.3 out of 5 (331 reviews) Profile: [Domo](https://www.capterra.com/p/119119/Domo/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? Domo is an AI and data products platform that unifies end-to-end data management, analytics, and automation in one solution. #### Rating breakdown - Ease of Use: 4.1 out of 5 - Customer Service: 4.0 out of 5 - Features: 4.3 out of 5 - Value for Money: 4.0 out of 5 #### Pros and cons based on reviews Pros: - Intuitive and flexible interface - Comprehensive business data visualization Cons: - Inconsistent customer support experience - High and complex pricing structure #### Starting price Starting price: Not available Free trial: Yes Free demo: No ### Features tab #### Highest rated features - Data Visualization: 4.5 rating - Data Connectors: 4.5 rating - Multiple Data Sources: 4.8 rating - Data Import/Export: 4.3 rating #### Lowest rated features - Search/Filter: 4.0 rating - Reporting & Statistics: 3.5 rating - Statistical Analysis: 4.0 rating - Access Controls/Permissions: 4.3 rating #### Feature-related review snippet Reviewer: Joseph E. Reviewer details: Health, Wellness and Fitness, 11-50 employees Published: October 29, 2025 > "DOMO is very advanced as you can connect just about any platform to it and visualize it anyway you want." ### Gallery tab Ease of use: 4.1 out of 5 (331 reviews) #### Related review snippet Reviewer: Aniruddha T. Reviewer details: Mechanical or Industrial Engineering, 1,001-5,000 employees Published: September 26, 2024 > "All in general, this tool has helped us look at the data for not just manufacturing or operations department but overall all business units in a more automated and customized way which the teams have loved so far." ### Integrations tab Domo connects with 54+ software tools. [See all integrations](https://www.capterra.com/p/119119/Domo/#integrations) #### Most popular integrations - Microsoft Excel: 4.9 rating - HubSpot Marketing Hub: 5.0 rating - Box: 4.4 rating - Smartsheet: 4.5 rating - Toggl Track: 4.7 rating - NetSuite: 4.3 rating - Google Ads: 4.4 rating - Adobe Commerce: 4.3 rating - Harvest: 4.6 rating --- ## Qlik Sense Rating: 4.5 out of 5 (261 reviews) Profile: [Qlik Sense](https://www.capterra.com/p/209809/Qlik-Sense/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? Qlik Sense is a business intelligence (BI) and visual analytics platform that helps global enterprises move faster and work smarter. #### Rating breakdown - Ease of Use: 4.3 out of 5 - Customer Service: 4.2 out of 5 - Features: 4.3 out of 5 - Value for Money: 4.2 out of 5 #### Pros and cons based on reviews Not available #### Starting price Starting price: $30.00 Pricing details: Per User, Per Month Free trial: Yes Free demo: No ### Features tab #### Highest rated features - Reporting/Analytics: 4.5 rating - Data Connectors: 5.0 rating - Data Extraction: 5.0 rating - Data Import/Export: 5.0 rating #### Lowest rated features - Regression Analysis: 4.0 rating - Visual Analytics: 4.0 rating - Data Visualization: 5.0 rating - Performance Metrics: 5.0 rating #### Feature-related review snippet Reviewer: Virginia C. Reviewer details: Staffing and Recruiting, 51-200 employees Published: September 7, 2022 > "It is a great tool to use for presentations to customers, we can just drag and drop any field as we speak and show the results immediately." ### Gallery tab Ease of use: 4.3 out of 5 (261 reviews) #### Related review snippet Reviewer: Marcus B. Reviewer details: Construction, 201-500 employees Published: April 21, 2026 > "We use the app with a limitless number of external systems. " ### Integrations tab Qlik Sense connects with 4+ software tools. [See all integrations](https://www.capterra.com/p/209809/Qlik-Sense/#integrations) #### Most popular integrations - Snowflake: 4.5 rating - Databricks: 5.0 rating - Cloudera Enterprise: 4.3 rating - Confluent Platform: 4.4 rating #### Integrations-related review snippet Reviewer: Jonathan A. Reviewer details: Government Administration, 51-200 employees Published: February 12, 2021 > "The georeferencing is integrated and functions very well." --- ## Top-rated software of 2026 ### Fill out the form and we'll send a list of the top-rated software based on real user reviews directly to your inbox. Filter (45) Products: Sort By: Featured Partners * * * Plan Type Free Trial Popular 85% of professionals opt for a 30-day trial before the software purchase Other subsciption plans: Free Version Monthly Subscription Annual Subscription One-Time License Key Features All key features Popular We have selected the most important and critical features as defined by Capterra user reviews AI Copilot Association Discovery Bayesian Analysis Data Clustering Data Connectors Data Visualization Forecasting Generative AI Multivariate Analysis Predictive Analytics Regression Analysis Reporting & Statistics Search/Filter Statistical Process Control Statistical Simulation Survival Analysis Time Series Analysis Visual Analytics Deployment Cloud, SaaS, Web-Based Desktop Mac Desktop Windows Desktop Linux On-Premise Windows On-Premise Linux Desktop Chromebook Mobile Android Mobile iPhone Mobile iPad Related Software Category: [Reporting Software](https://www.capterra.com/reporting-software/)[Business Intelligence Software](https://www.capterra.com/business-intelligence-software/)[Data Visualization Software](https://www.capterra.com/data-visualization-software/)[Qualitative Data Analysis Software](https://www.capterra.com/qualitative-data-analysis-software/) I'm looking for Statistical Analysis Software that is: [Free](https://www.capterra.com/statistical-analysis-software/s/free/)