--- title: "Best Data Analysis Software 2026 | Capterra" description: "Find the top Data Analysis software of 2026 on Capterra. Based on millions of verified user reviews - compare and filter for whats important to you to find the best tools for your needs." source_url: "https://www.capterra.com/data-analysis-software/" page_type: "category" language: "en" --- # Best Data Analysis Software Last updated on August 4, 2026 How to find the right Data Analysis Software? Learn more from our team about Data Analysis Software pricing features and benefits in our Data Analysis Buyers Guide Verified Insights Provider data verified by our Software Research team and reviews moderated by our Reviews Verification team. [Learn more](https://www.capterra.com/our-story/) ## What is data analysis software? Researched by: [Capterra](https://www.capterra.com/resources/author/capterra/) Updated on August 4, 2026 [Data analysis software](https://www.capterra.com/data-analysis-software/) provides insights from complex swaths of data pulled from disparate sources. This software is used by data analysts to organize data sets, identify relationships between complex data points, and generate reports to enable trend analysis. Data analysis software facilitates data preparation and aids quantitative and qualitative research. It encompasses the entire process of gathering data and making it useful for businesses, while maintaining the highest level of data protection. * * * For more information consult our [Data Analysis Buyers Guide](#buyers-guide-content) ## Longview Plan Profile: [Longview Plan](https://www.capterra.com/p/10025162/Longview-Plan/) Visible tabs: Overview, Features, Gallery ### Overview tab #### What is this product about? Cloud-based software that connects data, fosters collaboration, and enables agile modeling for strategic business decisions. #### Pros and cons based on reviews Not available #### Starting price Starting price: Not available Free trial: No Free demo: No ### Features tab #### Most popular features - Data Visualization: Available - Reporting/Analytics: Not available - Dashboard: Available - Data Connectors: Not available - Data Discovery: Available - Predictive Analytics: Not available - Self-service Analytics: Not available - Self Service Data Preparation: Not available - Natural Language Search: Not available - Query Builder: Not available - Storytelling: Not available - Generative AI: Not available ### Gallery tab --- ## Zoho Analytics Rating: 4.4 out of 5 (361 reviews) Profile: [Zoho Analytics](https://www.capterra.com/p/129749/Zoho-Analytics/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? Robust data analytics platform that empowers organizations with decision-making at all levels of business #### Rating breakdown - Ease of Use: 4.2 out of 5 - Customer Service: 4.2 out of 5 - Features: 4.3 out of 5 - Value for Money: 4.3 out of 5 #### Pros and cons based on reviews Not available #### Starting price Starting price: $30.00 Pricing details: Flat Rate, Per Month Free trial: Yes Free demo: Yes ### Features tab #### Highest rated features - Reporting/Analytics: 4.7 rating - Data Visualization: 4.6 rating - Data Connectors: 4.4 rating - Dashboard: 4.6 rating #### Lowest rated features - Self Service Data Preparation: 4.1 rating - Query Builder: 4.2 rating - Data Extraction: 4.2 rating - Search/Filter: 4.4 rating #### Feature-related review snippet Reviewer: Sanjana S. Reviewer details: Marketing and Advertising, 51-200 employees Published: April 9, 2025 > "User friendly interface, cost efficient tool" ### Gallery tab Ease of use: 4.2 out of 5 (361 reviews) #### Related review snippet Reviewer: Parikshit P. Reviewer details: Consumer Goods, 1,001-5,000 employees Published: September 10, 2024 > "This availability of data has helped Pitambari Products Pvt. Ltd. take timely decisions which have directly resulted in finding and tapping new opportunities and plugging the gaps by taking actions resulting in business growth." ### Integrations tab Zoho Analytics connects with 44+ software tools. [See all integrations](https://www.capterra.com/p/129749/Zoho-Analytics/#integrations) #### Most popular integrations - Google Workspace: 4.3 rating - QuickBooks Online: 4.3 rating - Zoho CRM: 4.7 rating - HubSpot CRM: 4.6 rating - Zendesk Suite: 4.4 rating - Microsoft Azure: 4.6 rating #### Integrations-related review snippet Reviewer: Vani S G. Reviewer details: Accounting, 11-50 employees Published: September 10, 2024 > "Ease of use, integration with multiple Softwares, Data sharing options" --- ## 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: 4.5 rating - Reporting/Analytics: 4.6 rating - Dashboard: 4.5 rating - Data Discovery: 4.6 rating #### Lowest rated features - Self Service Data Preparation: 4.2 rating - Data Import/Export: 4.3 rating - Self-service Analytics: 4.4 rating - Data Capture and Transfer: 4.0 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." --- Connect with a Capterra advisor for a free 15-minute consultation Get a personalized software list aligned to your business needs with guidance from our expert advisors. ## Minitab Rating: 4.5 out of 5 (390 reviews) Profile: [Minitab](https://www.capterra.com/p/109731/Minitab-Statistical-Software/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? Statistical software for data analysis, quality improvement, predictive analytics, and process optimization. #### Rating breakdown - Ease of Use: 4.2 out of 5 - Customer Service: 4.2 out of 5 - Features: 4.4 out of 5 - Value for Money: 4.2 out of 5 #### Pros and cons based on reviews Pros: - Comprehensive process optimization toolkit - Extensive tutorial and help resources Cons: - High and restrictive pricing model #### Starting price Starting price: $1851.00 Pricing details: Flat Rate, Per Year Free trial: Yes Free demo: No ### Features tab #### Highest rated features - Data Visualization: 4.5 rating - Reporting/Analytics: 4.7 rating - Predictive Analytics: 4.5 rating - Reporting & Statistics: 4.5 rating #### Lowest rated features - Storytelling: 3.7 rating - Data Discovery: 4.2 rating - Trend Analysis: 4.1 rating - Dashboard: 4.3 rating #### Feature-related review snippet Reviewer: Brij Mohan S. Reviewer details: Education Management, 51-200 employees Published: December 22, 2025 > "With the integration of MINITAB AI, it is expected to become more user-friendly." ### Gallery tab Ease of use: 4.2 out of 5 (390 reviews) #### Related review snippet Reviewer: Muhammad Humayun S. Reviewer details: Food & Beverages, 1,001-5,000 employees Published: March 9, 2026 > "The software provides a structured and intuitive approach to applying statistical tools, which is especially helpful when working with real-world manufacturing and quality data" ### Integrations tab Minitab connects with 3+ software tools. [See all integrations](https://www.capterra.com/p/109731/Minitab-Statistical-Software/#integrations) #### Most popular integrations - Microsoft PowerPoint: 4.5 rating - Microsoft Word: 4.7 rating - PythonAnywhere: 4.0 rating #### Integrations-related review snippet Reviewer: Brij Mohan S. Reviewer details: Education Management, 51-200 employees Published: December 22, 2025 > "With the integration of MINITAB AI, it is expected to become more user-friendly." --- ## Inzata Rating: 4.7 out of 5 (15 reviews) Profile: [Inzata ](https://www.capterra.com/p/178411/Inzata/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? Inzata Analytics: Build your entire data warehouse in less than one day. Unify, model, & present all of your data, from ANY source. #### Rating breakdown - Ease of Use: 4.3 out of 5 - Customer Service: 5.0 out of 5 - Features: 4.7 out of 5 - Value for Money: 4.7 out of 5 #### Pros and cons based on reviews Not available #### Starting price Starting price: $30000.00 Free trial: Yes Free demo: No ### Features tab #### Highest rated features - Data Discovery: 4.8 rating - Data Visualization: 4.8 rating - Reporting/Analytics: 4.8 rating - Data Connectors: 5.0 rating #### Lowest rated features - Predictive Analytics: 4.3 rating - Data Import/Export: 5.0 rating ### Gallery tab Ease of use: 4.3 out of 5 (15 reviews) ### Integrations tab Inzata connects with 4+ software tools. [See all integrations](https://www.capterra.com/p/178411/Inzata/#integrations) #### Most popular integrations - Microsoft Excel: 4.8 rating - Google Analytics 360: 4.7 rating - Tableau: 4.6 rating - Microsoft Power BI: 4.6 rating --- ## Lobby CRE Rating: 4.2 out of 5 (15 reviews) Profile: [Lobby CRE](https://www.capterra.com/p/194366/LobbyCRE/) Visible tabs: Overview, Features, Gallery ### Overview tab #### What is this product about? Centralize data, automate reports, model scenarios, and use AI-powered insights plus expert debt analysis for smarter decisions. #### Rating breakdown - Ease of Use: 3.9 out of 5 - Customer Service: 4.5 out of 5 - Features: 4.2 out of 5 - Value for Money: 4.3 out of 5 #### Pros and cons based on reviews Not available #### Starting price Starting price: Not available Pricing details: Other, Per Month Free trial: No Free demo: Yes ### Features tab #### Highest rated features - Reporting/Analytics: 4.4 rating - Data Visualization: 4.2 rating - Dashboard: 4.0 rating - Data Connectors: 4.7 rating #### Lowest rated features - Self-service Analytics: 2.0 rating - Self Service Data Preparation: 3.5 rating - Visual Analytics: 4.5 rating - Data Discovery: 5.0 rating ### Gallery tab Ease of use: 3.9 out of 5 (15 reviews) --- ## BigQuery Rating: 4.6 out of 5 (37 reviews) Profile: [BigQuery](https://www.capterra.com/p/268689/Google-Cloud-BigQuery/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? BigQuery is the autonomous data to AI platform, automating the entire data life cycle, from ingestion to AI-driven insights. #### Rating breakdown - Ease of Use: 4.4 out of 5 - Customer Service: 3.9 out of 5 - Features: 4.6 out of 5 - Value for Money: 4.2 out of 5 #### Pros and cons based on reviews Not available #### Starting price Starting price: $0.01 Pricing details: Flat Rate, Per Month Free trial: Yes Free demo: No ### Features tab #### Highest rated features - Data Connectors: 4.3 rating - Access Controls/Permissions: 4.7 rating - Data Visualization: 3.6 rating - Multiple Data Sources: 5.0 rating #### Lowest rated features - Forecasting: 3.5 rating - Dashboard Creation: 4.0 rating - Data Migration: 4.0 rating - Data Import/Export: 4.5 rating #### Feature-related review snippet Reviewer: Rishikumar P. Reviewer details: Computer Software, Self-employed Published: February 1, 2023 > "The user interface is intuitive and easy to navigate, making it accessible for users of all skill levels." ### Gallery tab Ease of use: 4.4 out of 5 (37 reviews) #### Related review snippet Reviewer: Sudhakar P. Reviewer details: Banking, 5,001-10,000 employees Published: February 17, 2026 > "This database is integrated with mainframes using BQConhector tool and easy to load data from mainframe to bigquery" ### Integrations tab BigQuery connects with 24+ software tools. [See all integrations](https://www.capterra.com/p/268689/Google-Cloud-BigQuery/#integrations) #### Most popular integrations - Google Analytics 360: 4.8 rating - Google Ads: 4.4 rating - Google Data Studio: 4.3 rating - Looker: 4.5 rating - Remote: 4.4 rating - Built: 4.3 rating #### Integrations-related review snippet Reviewer: Sudhakar P. Reviewer details: Banking, 5,001-10,000 employees Published: February 17, 2026 > "This database is integrated with mainframes using BQConhector tool and easy to load data from mainframe to bigquery" --- ## BEEM Profile: [BEEM](https://www.capterra.com/p/61077/BEEM/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? From automated reports to BI and all the way to AI, BEEM offers an end-to-end platform that helps your organization use your data. #### Pros and cons based on reviews Not available #### Starting price Starting price: CA$899.00 Pricing details: Flat Rate, Per Month Free trial: Yes Free demo: Yes ### Features tab #### Most popular features - Data Visualization: Available - Reporting/Analytics: Available - Dashboard: Available - Data Connectors: Not available - Data Discovery: Available - Predictive Analytics: Available - Self-service Analytics: Not available - Self Service Data Preparation: Available - Natural Language Search: Not available - Query Builder: Not available - Storytelling: Not available - Generative AI: Available ### Gallery tab ### Integrations tab BEEM connects with 12+ software tools. [See all integrations](https://www.capterra.com/p/61077/BEEM/#integrations) #### Most popular integrations - Microsoft 365: 4.6 rating - QuickBooks Online: 4.3 rating - Google Analytics 360: 4.7 rating - HubSpot CRM: 4.5 rating - Google Calendar: 4.8 rating - Procore: 4.5 rating - ActiveCampaign: 4.6 rating - Google Ads: 4.4 rating - Klaviyo: 4.6 rating --- ## Trakwell Rating: 4.5 out of 5 (20 reviews) Profile: [Trakwell](https://www.capterra.com/p/10016562/Trakwell/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? Trakwell.ai is a retail analytic software that utilizes AI-vision so businesses can see their foot traffic, improve their teams, and au #### Rating breakdown - Ease of Use: 4.5 out of 5 - Customer Service: 4.4 out of 5 - Features: 4.3 out of 5 - Value for Money: 4.4 out of 5 #### Pros and cons based on reviews Not available #### Starting price Starting price: $159.00 Pricing details: Usage Based Free trial: No Free demo: Yes ### Features tab #### Highest rated features - Reporting/Analytics: 4.2 rating - Dashboard: 4.2 rating - Data Discovery: 4.3 rating - Data Visualization: 4.2 rating #### Lowest rated features - Predictive Analytics: 3.7 rating - Data Import/Export: 4.0 rating - Multiple Data Sources: 4.2 rating - Performance Metrics: 4.2 rating ### Gallery tab Ease of use: 4.5 out of 5 (20 reviews) #### Related review snippet Reviewer: Jacob M. Reviewer details: Furniture, 51-200 employees Published: May 7, 2024 > "I often need to contact the Trakwell customer support team, and have not once had a bad experience getting support." ### Integrations tab Trakwell connects with 2+ software tools. [See all integrations](https://www.capterra.com/p/10016562/Trakwell/#integrations) #### Most popular integrations - RICS Software: 4.2 rating - Podium: 5.0 rating --- ## Adverity Rating: 4.5 out of 5 (26 reviews) Profile: [Adverity](https://www.capterra.com/p/162524/DataTap/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? Adverity helps marketing and analyst teams improve performance and trust their data by automating data integration and governance. #### Rating breakdown - Ease of Use: 4.0 out of 5 - Customer Service: 4.5 out of 5 - Features: 4.4 out of 5 - Value for Money: 4.2 out of 5 #### Pros and cons based on reviews Not available #### Starting price Starting price: Not available Pricing details: Other Free trial: No Free demo: Yes ### Features tab #### Highest rated features - Dashboard: 5.0 rating - Data Visualization: 5.0 rating #### Feature-related review snippet Reviewer: Laura K. Reviewer details: Marketing and Advertising, 51-200 employees Published: December 18, 2022 > "Adverity is our all-in-one solution for a data warehouse, ETL, and data visualization." ### Gallery tab Ease of use: 4.0 out of 5 (26 reviews) #### Related review snippet Reviewer: Laura K. Reviewer details: Marketing and Advertising, 51-200 employees Published: December 18, 2022 > "The Adverity support team has become an extension of our analytics team. Because we are a smaller agency with a singular analytics point-person, it was critical for us to work with a company that has robust tech support." ### Integrations tab Adverity connects with 46+ software tools. [See all integrations](https://www.capterra.com/p/162524/DataTap/#integrations) #### Most popular integrations - Google Docs: 4.7 rating - Mailchimp: 4.5 rating - HubSpot Marketing Hub: 4.5 rating - Microsoft SharePoint: 4.4 rating - Zendesk Suite: 4.4 rating - Tableau: 4.6 rating #### Integrations-related review snippet Reviewer: George B. Reviewer details: Marketing and Advertising, 201-500 employees Published: August 17, 2022 > "Ease of use, various data connection points readily available for integration and extraction, ranging from" --- ## CData Connect AI Profile: [CData Connect AI](https://www.capterra.com/p/10020839/CData-Connect-Cloud/) Visible tabs: Overview, Features, Gallery ### Overview tab #### What is this product about? Enable sophisticated data analysis with AI-powered queries across multiple sources, semantic intelligence, and governed data access. #### Pros and cons based on reviews Not available #### Starting price Starting price: Not available Pricing details: Flat Rate, Per Month Free trial: Yes Free demo: No ### Features tab #### Most popular features - Data Visualization: Available - Reporting/Analytics: Available - Dashboard: Available - Data Connectors: Available - Data Discovery: Available - Predictive Analytics: Not available - Self-service Analytics: Available - Self Service Data Preparation: Available - Natural Language Search: Available - Query Builder: Not available - Storytelling: Not available - Generative AI: Available ### Gallery tab --- ## OpenLab CDS Profile: [OpenLab CDS](https://www.capterra.com/p/10022142/OpenLab-CDS/) Visible tabs: Overview, Features, Gallery ### Overview tab #### What is this product about? OpenLab CDS is a chromatography software for productivity and data integrity on LC, GC, MS instruments. #### Pros and cons based on reviews Not available #### Starting price Starting price: Not available Free trial: No Free demo: No ### Features tab #### Most popular features - Data Visualization: Available - Reporting/Analytics: Available - Dashboard: Available - Data Connectors: Not available - Data Discovery: Not available - Predictive Analytics: Not available - Self-service Analytics: Not available - Self Service Data Preparation: Not available - Natural Language Search: Not available - Query Builder: Not available - Storytelling: Not available - Generative AI: Not available ### Gallery tab --- ## Zema Enterprise Rating: 4.4 out of 5 (35 reviews) Profile: [Zema Enterprise ](https://www.capterra.com/p/34708/ZEMA-Suite/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? Zema Enterprise: data acquisition, curve automation, analytics & system integration in energy, commodities & finance markets #### Rating breakdown - Ease of Use: 4.0 out of 5 - Customer Service: 4.3 out of 5 - Features: 4.5 out of 5 - Value for Money: 4.2 out of 5 #### Pros and cons based on reviews Not available #### Starting price Starting price: $120000.00 Pricing details: Other, Per Year Free trial: No Free demo: Yes ### Features tab #### Highest rated features - Data Connectors: 4.6 rating - Reporting/Analytics: 4.5 rating - Data Import/Export: 4.5 rating - Data Visualization: 4.4 rating #### Lowest rated features - Visual Analytics: 2.0 rating - Third-Party Integrations: 3.5 rating - Predictive Analytics: 4.2 rating - Dashboard: 4.4 rating ### Gallery tab Ease of use: 4.0 out of 5 (35 reviews) #### Related review snippet Reviewer: Ankit V. Reviewer details: Oil & Energy, 10,001+ employees Published: March 20, 2023 > "The business analysts at the customer support are well trained and commit to providing a resolution as per the criticality of data needs for our daily EOD work makes us feel assured to meet our targets on time without much delay." ### Integrations tab Zema Enterprise connects with 27+ software tools. [See all integrations](https://www.capterra.com/p/34708/ZEMA-Suite/#integrations) #### Most popular integrations - Tableau: 4.6 rating - Google Cloud: 4.7 rating - Salesforce Starter: 4.4 rating - Snowflake: 4.7 rating - Spotfire: 4.4 rating - Microsoft Entra ID: 4.7 rating - TIBCO Cloud Integration: 4.3 rating - Bloomberg Terminal: 4.4 rating - @RISK: 4.6 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 Capture and Transfer: 5.0 rating - Data Visualization: 5.0 rating - Forecasting: 5.0 rating - Multiple Data Sources: 5.0 rating #### Lowest rated features - Self-service Analytics: 5.0 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 --- ## Collaborate Rating: 4.7 out of 5 (38 reviews) Profile: [Collaborate](https://www.capterra.com/p/143681/Collaborate/) Visible tabs: Overview, Features, Gallery ### Overview tab #### What is this product about? Customizable case management software for social services teams of 5+ staff. Intakes, services, and funder reports all in one place. #### Rating breakdown - Ease of Use: 4.3 out of 5 - Customer Service: 4.6 out of 5 - Features: 4.3 out of 5 - Value for Money: 4.4 out of 5 #### Pros and cons based on reviews Not available #### Starting price Starting price: Not available Pricing details: Flat Rate, One Time Free trial: No Free demo: Yes ### Features tab #### Most popular features - Data Visualization: Available - Reporting/Analytics: Available - Dashboard: Available - Data Connectors: Not available - Data Discovery: Available - Predictive Analytics: Not available - Self-service Analytics: Not available - Self Service Data Preparation: Not available - Natural Language Search: Not available - Query Builder: Not available - Storytelling: Not available - Generative AI: Not available #### Feature-related review snippet Reviewer: Veronica O. Reviewer details: Consumer Services, 51-200 employees Published: March 15, 2023 > "It has been easy to learn and navigate, the technical support has been responsive, our consultant has been supportive and responsive to questions and/or requests, and the system itself has been very helpful in documenting and collecting data." ### Gallery tab Ease of use: 4.3 out of 5 (38 reviews) #### Related review snippet Reviewer: Shanequa S. Reviewer details: Non-Profit Organization Management, 11-50 employees Published: June 17, 2024 > "Highly Responsive Staff: The support team is quick to respond to queries and issues." --- ## GaiaLens Profile: [GaiaLens](https://www.capterra.com/p/10004097/GaiaLens/) Visible tabs: Overview, Features, Gallery ### Overview tab #### What is this product about? Secure, explainable AI for compliance, reporting, risk, and ESG; built for financial institutions and corporates. #### Pros and cons based on reviews Not available #### Starting price Starting price: Not available Free trial: No Free demo: Yes ### Features tab #### Most popular features - Data Visualization: Available - Reporting/Analytics: Available - Dashboard: Available - Data Connectors: Not available - Data Discovery: Available - Predictive Analytics: Not available - Self-service Analytics: Not available - Self Service Data Preparation: Not available - Natural Language Search: Not available - Query Builder: Not available - Storytelling: Not available - Generative AI: Not available ### Gallery tab --- ## Panoply Rating: 4.0 out of 5 (21 reviews) Profile: [Panoply](https://www.capterra.com/p/168034/Panoply/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? Free up time to focus on analysis with a platform that makes it easy to sync, store, and access all your business data. #### Rating breakdown - Ease of Use: 4.2 out of 5 - Customer Service: 4.3 out of 5 - Features: 3.8 out of 5 - Value for Money: 4.1 out of 5 #### Pros and cons based on reviews Not available #### Starting price Starting price: $199.00 Pricing details: Flat Rate Free trial: Yes Free demo: Yes ### Features tab #### Most popular features - Data Visualization: Not available - Reporting/Analytics: Available - Dashboard: Available - Data Connectors: Available - Data Discovery: Available - Predictive Analytics: Not available - Self-service Analytics: Not available - Self Service Data Preparation: Not available - Natural Language Search: Available - Query Builder: Not available - Storytelling: Not available - Generative AI: Not available ### Gallery tab Ease of use: 4.2 out of 5 (21 reviews) ### Integrations tab Panoply connects with 39+ software tools. [See all integrations](https://www.capterra.com/p/168034/Panoply/#integrations) #### Most popular integrations - Trello: 4.5 rating - Dropbox: 4.5 rating - Microsoft Excel: 4.8 rating - Mailchimp: 4.5 rating - Intercom: 4.5 rating - Typeform: 4.7 rating - JIRA Service Management: 4.5 rating - Marketo Engage: 4.3 rating - Salesforce Platform: 4.4 rating --- ## Vizlib Rating: 4.5 out of 5 (18 reviews) Profile: [Vizlib](https://www.capterra.com/p/248144/Vizlib/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? Make data talk in Qlik Sense with interactive visualizations, self-service analytics, and writeback capabilities. #### Rating breakdown - Ease of Use: 4.6 out of 5 - Customer Service: 4.5 out of 5 - Features: 4.7 out of 5 - Value for Money: 4.5 out of 5 #### Pros and cons based on reviews Not available #### Starting price Starting price: Not available Pricing details: Other Free trial: Yes Free demo: Yes ### Features tab #### Highest rated features - Self-service Analytics: 4.9 rating - Dashboard Creation: 4.6 rating - Data Visualization: 4.6 rating - Visual Analytics: 4.6 rating #### Lowest rated features - Data Connectors: 3.0 rating - Activity Dashboard: 3.8 rating - Search/Filter: 3.8 rating - Dashboard: 4.3 rating ### Gallery tab Ease of use: 4.6 out of 5 (18 reviews) ### Integrations tab Vizlib connects with 9+ software tools. [See all integrations](https://www.capterra.com/p/248144/Vizlib/#integrations) #### Most popular integrations - Microsoft Power BI: 4.6 rating - MongoDB: 4.7 rating - Qlik Sense: 5.0 rating - Snowflake: 5.0 rating - Sage 200: 4.3 rating - BigQuery: 4.6 rating - CargoWise: 2.9 rating - Amazon Redshift: 4.4 rating - Instaclustr Elasticsearch: 5.0 rating --- ## Wix Rating: 4.4 out of 5 (10,745 reviews) Profile: [Wix](https://www.capterra.com/p/169007/Wix/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? Wix is a leading AI website platform for SMBs and individuals to build and manage websites without coding. #### Rating breakdown - Ease of Use: 4.5 out of 5 - Customer Service: 4.2 out of 5 - Features: 4.3 out of 5 - Value for Money: 4.3 out of 5 #### Pros and cons based on reviews Pros: - Beginner-friendly website creation - Flexible drag-and-drop editor Cons: - Slow loading and lag issues - Occasional glitches and support delays #### Starting price Starting price: $17.00 Pricing details: Flat Rate, Per Month Free trial: Yes Free demo: No ### Features tab #### Highest rated features - Activity Dashboard: 4.8 rating - Alerts/Notifications: 4.5 rating - Customizable Branding: 4.8 rating - Reporting & Statistics: 4.6 rating #### Lowest rated features - API: 3.7 rating - Third-Party Integrations: 4.3 rating - Reporting/Analytics: 4.0 rating - Data Discovery: 4.8 rating #### Feature-related review snippet Reviewer: Mark C. Reviewer details: Museums and Institutions, 501-1,000 employees Published: June 14, 2026 > "Our older desktop users get a clean, structured interface, while younger mobile users get a fast, intuitive tour layout." ### Gallery tab Ease of use: 4.5 out of 5 (10,745 reviews) #### Related review snippet Reviewer: Danielle E. Reviewer details: Mental Health Care, Self-employed Published: April 14, 2026 > "You can customize with your own photos and videos, easily reach out to customer support and access your site to make edits, whenever you want." ### Integrations tab Wix connects with 71+ software tools. [See all integrations](https://www.capterra.com/p/169007/Wix/#integrations) #### Most popular integrations - PayPal: 4.7 rating - Dropbox: 4.5 rating - Mailchimp: 4.5 rating - Google Workspace: 4.7 rating - Eventbrite: 4.6 rating - Instagram: 4.8 rating #### Integrations-related review snippet Reviewer: Alexia R. Reviewer details: Hospital & Health Care, 11-50 employees Published: July 3, 2026 > "I had an issue connecting my Google Sheets to make an automation, but it was resolved pretty quickly." --- ## Google Analytics 360 Rating: 4.7 out of 5 (8,100 reviews) Profile: [Google Analytics 360](https://www.capterra.com/p/177042/Google-Analytics/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? Enterprise-level analytics platform for marketers, BI staff, and online businesses to gain insights into customer website interactions. #### Rating breakdown - Ease of Use: 4.2 out of 5 - Customer Service: 4.2 out of 5 - Features: 4.6 out of 5 - Value for Money: 4.7 out of 5 #### Pros and cons based on reviews Pros: - Comprehensive website traffic analysis - Actionable business performance insights Cons: - Complex and unintuitive navigation - Occasional glitches and technical issues #### Starting price Starting price: Not available Free trial: No Free demo: No ### Features tab #### Highest rated features - Reporting/Analytics: 4.7 rating - Data Visualization: 4.6 rating - Data Connectors: 4.4 rating - Data Import/Export: 4.5 rating #### Lowest rated features - Alerts/Notifications: 4.2 rating - Dashboard: 4.5 rating - Ad hoc Reporting: 4.3 rating - Data Discovery: 4.5 rating #### Feature-related review snippet Reviewer: Mara S. Reviewer details: Marketing and Advertising, 1-10 employees Published: April 23, 2025 > "Great interface, especially for those accustomed to Google Ads, and pro features." ### Gallery tab Ease of use: 4.2 out of 5 (8,100 reviews) #### Related review snippet Reviewer: Zach P. Reviewer details: Education Management, 501-1,000 employees Published: February 26, 2026 > "Google Analytics 360 has allowed our organization to get richer data insights and provided a more streamlined way for data collection which helps inform our broader marketing strategies." ### Integrations tab Google Analytics 360 connects with 5+ software tools. [See all integrations](https://www.capterra.com/p/177042/Google-Analytics/#integrations) #### Most popular integrations - WordPress: 4.8 rating - Shopify: 4.8 rating - Google Ads: 4.8 rating - Google Search Console: 4.8 rating - Google Tag Manager 360: 4.3 rating #### Integrations-related review snippet Reviewer: Sebuliba T. Reviewer details: Financial Services, 51-200 employees Published: August 28, 2024 > "Google analytics is easier to integrate into any system or website and mobile applications through JS code or through Google tag manager and I do like the real time view of how many numbers of people are on the site and which page" --- ## Procore Rating: 4.5 out of 5 (2,670 reviews) Profile: [Procore](https://www.capterra.com/p/56250/Procore/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? Procore construction management software handles construction projects, resources, people, and financials from planning to closeout. #### Rating breakdown - Ease of Use: 4.4 out of 5 - Customer Service: 4.5 out of 5 - Features: 4.3 out of 5 - Value for Money: 4.1 out of 5 #### Pros and cons based on reviews Pros: - Centralized construction management platform - Comprehensive project tracking tools Cons: - Frequent bugs and workflow disruptions - Cumbersome email notification system #### Starting price Starting price: Not available Pricing details: Per User, Per Year Free trial: No Free demo: No ### Features tab #### Highest rated features - Third-Party Integrations: 4.5 rating - Reporting & Statistics: 5.0 rating - Data Import/Export: 4.0 rating #### Feature-related review snippet Reviewer: Joseph C. Reviewer details: Construction, 51-200 employees Published: August 26, 2022 > "Procore will allow all of the projects managed within our company to be managed in a single, universal format which will significantly increase efficiency." ### Gallery tab Ease of use: 4.4 out of 5 (2,670 reviews) #### Related review snippet Reviewer: Joe W. Reviewer details: Construction, 51-200 employees Published: June 3, 2026 > "The best thing about Procore is the real time updating of drawings and progress pics so everybody on my team knows where we stand without having to reach out and start an email chain." ### Integrations tab Procore connects with 81+ software tools. [See all integrations](https://www.capterra.com/p/56250/Procore/#integrations) #### Most popular integrations - Box: 4.4 rating - Microsoft SharePoint: 4.4 rating - Smartsheet: 4.5 rating - Okta: 4.7 rating - Domo: 4.3 rating - ClearPathGPS: 4.9 rating #### Integrations-related review snippet Reviewer: Dora Y. Reviewer details: Construction, 51-200 employees Published: February 11, 2025 > "The best benefit of Procore is core integration." --- ## 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: 4.8 rating - Reporting/Analytics: 4.6 rating - Data Connectors: 4.5 rating - Data Import/Export: 4.4 rating #### Lowest rated features - Alerts/Notifications: 4.2 rating - Search/Filter: 4.4 rating - Predictive Analytics: 4.4 rating - Natural Language Search: 4.3 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" --- ## Google Cloud Rating: 4.7 out of 5 (2,314 reviews) Profile: [Google Cloud](https://www.capterra.com/p/268690/Google-Cloud-Platform/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? Cloud-based service that allows users to create anything from swebsites to complex applications for businesses of all sizes. #### Rating breakdown - Ease of Use: 4.5 out of 5 - Customer Service: 4.3 out of 5 - Features: 4.6 out of 5 - Value for Money: 4.4 out of 5 #### Pros and cons based on reviews Pros: - Comprehensive data management platform - Seamless multi-device accessibility Cons: - Limited and slow customer support - Occasional slow performance issues #### Starting price Starting price: Not available Pricing details: Usage Based, Per Month Free trial: Yes Free demo: No ### Features tab #### Highest rated features - Data Visualization: 4.8 rating - Reporting/Analytics: 4.7 rating - Secure Data Storage: 4.8 rating - Access Controls/Permissions: 4.6 rating #### Lowest rated features - Data Connectors: 4.4 rating - Data Discovery: 4.6 rating - Predictive Analytics: 4.6 rating - Reporting & Statistics: 4.5 rating #### Feature-related review snippet Reviewer: Verified Reviewer Reviewer details: Marketing and Advertising, Self-employed Published: April 1, 2026 > "I like that it's quite easy to navigate, you don't get lost in the depth of an unnecessary complex interface" ### Gallery tab Ease of use: 4.5 out of 5 (2,314 reviews) #### Related review snippet Reviewer: Mike P. Reviewer details: Construction, 51-200 employees Published: July 7, 2026 > "It is built to seamlessly pipe documents from raw storage into intelligent data pipelines, converting unstructured paperwork into actionable business infrastructure" ### Integrations tab Google Cloud connects with 33+ software tools. [See all integrations](https://www.capterra.com/p/268690/Google-Cloud-Platform/#integrations) #### Most popular integrations - Slack: 4.8 rating - Webex Suite: 4.4 rating - Telegram: 3.8 rating - Stripe: 4.6 rating - SendGrid: 4.2 rating - Splunk Enterprise: 4.6 rating #### Integrations-related review snippet Reviewer: Matthew M. Reviewer details: Health, Wellness and Fitness, Self-employed Published: March 26, 2026 > "Great integration with other Google tools If you’re already using Google Workspace, Gmail, or Google Analytics, everything connects pretty seamlessly." --- ## Microsoft Power BI Rating: 4.6 out of 5 (1,888 reviews) Profile: [Microsoft Power BI](https://www.capterra.com/p/176586/Power-BI/) Visible tabs: Overview, Features, Gallery, Integrations ### Overview tab #### What is this product about? Microsoft Power BI is business intelligence software that helps users visualize data and generate reports from various applications. #### 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: 4.4 out of 5 #### Pros and cons based on reviews Pros: - Interactive and customizable dashboards - Intuitive business data visualizations Cons: - Resource-intensive with large datasets - Complex and unintuitive navigation #### Starting price Starting price: $10.00 Pricing details: Per User, Per Month Free trial: No Free demo: No ### Features tab #### Highest rated features - Data Visualization: 4.7 rating - Reporting/Analytics: 4.6 rating - Data Connectors: 4.5 rating - Dashboard: 4.7 rating #### Lowest rated features - Natural Language Search: 4.2 rating - Self Service Data Preparation: 4.3 rating - Ad hoc Reporting: 4.3 rating - Data Discovery: 4.5 rating #### Feature-related review snippet Reviewer: Bien C. Reviewer details: Food Production, 10,001+ employees Published: May 11, 2025 > "The user-friendly interface makes it accessible for beginners, while still offering advanced features for experienced users." ### Gallery tab Ease of use: 4.1 out of 5 (1,888 reviews) #### Related review snippet Reviewer: Gabriel I. Reviewer details: Financial Services, 1,001-5,000 employees Published: July 5, 2026 > "The ability to create interactive dashboards, automate reporting, and build data models using Power Query and DAX significantly improves reporting efficiency and supports better business decisions" ### Integrations tab Microsoft Power BI connects with 11+ software tools. [See all integrations](https://www.capterra.com/p/176586/Power-BI/#integrations) #### Most popular integrations - Microsoft Excel: 4.7 rating - Salesforce Sales Cloud: 4.4 rating - Microsoft 365: 4.7 rating - OneDrive: 4.5 rating - Microsoft Teams: 4.5 rating - QuickBooks Online: 4.3 rating #### Integrations-related review snippet Reviewer: Eric R. Reviewer details: Information Technology and Services, 51-200 employees Published: September 18, 2023 > "PowerBI integrates seamlessly with other Microsoft products which are widely used such as Microsoft Excel and also is very user-friendly which is a huge plus." --- ## 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 - Self Service Data Preparation: 4.5 rating - Data Connectors: 5.0 rating - Predictive Analytics: 5.0 rating - Reporting & Statistics: 5.0 rating #### Lowest rated features - Ad hoc Reporting: 3.0 rating - Query Builder: 3.0 rating - Dashboard: 4.0 rating - Data Visualization: 4.0 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." --- Page 1 of 21 ## 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 (1019) 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 Dashboard Data Connectors Data Discovery Data Visualization Generative AI Natural Language Search Predictive Analytics Query Builder Reporting/Analytics Self Service Data Preparation Self-service Analytics Storytelling 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: [Business Intelligence Software](https://www.capterra.com/business-intelligence-software/)[Big Data Software](https://www.capterra.com/big-data-software/)[Qualitative Data Analysis Software](https://www.capterra.com/qualitative-data-analysis-software/) I'm looking for Data Analysis Software that is: [Free](https://www.capterra.com/data-analysis-software/s/free/)[For Mac](https://www.capterra.com/data-analysis-software/s/mac/) Table of Contents - [The benefits of data analysis software](#the-benefits-of-data-analysis-software) - [Typical features of data analysis software](#typical-features-of-data-analysis-software) - [The cost of data analysis software](#the-cost-of-data-analysis-software) - [Considerations when purchasing data analysis software](#considerations-when-purchasing-data-analysis-software) - [Relevant data analysis software trends](#relevant-data-analysis-software-trends) ## The benefits of data analysis software - **Maintain a database of important metrics:** Data analysis tools keep track of important metrics and store data from multiple sources, which can be used to understand customer behavior, optimize customer experience, monitor website traffic, and understand the overall health of your business. - **Create and share reports:** Create powerful reports that are readable and actionable using data from multiple sources. Cross-functional reports can be leveraged to gain key business insights, and reports can be shared with relevant stakeholders.     - **Conduct trend analysis:** Predict risks, market trends, and patterns. This helps businesses derive useful and actionable insights from a particular set of data and optimize their return on investment. It also facilitates self-service predictive analytics. * * * ## Typical features of data analysis software - **Data discovery:** Enables collection, evaluation, and storage of data from multiple sources. - **Data visualization:** Represent data in different formats for a better understanding of trends and patterns. - **Customizable dashboards:** Build interactive dashboards to display data, uniquely customized to meet your business requirements/KPIs.  - **Predictive analytics:** Identify possible challenges and determine your future course of action based on current data.  - **Self-service analytics:** Individual users can view and manipulate data in user-friendly ways without technical help. * * * ## The cost of data analysis software Most products in the market are priced on a per user, per month basis and can be divided into three pricing tiers based on their starting price. **Price ranges\*:** - $6 - $10 - $10 - $25 - $25+ _\*The pricing included is for the entry-level/lowest-priced offering found on vendor websites on October 14, 2021. These ranges correspond to the 25th, 75th, and 100th percentiles of pricing information gathered from vendor websites of sample products._ The above list summarizes pricing for the base plans of most products. An enterprise or premium product that is priced higher may include additional features. * * * ## Considerations when purchasing data analysis software - **Business requirements:** As with any IT investment, the data analysis software you select should meet both present and future business requirements. Consider your business' core objectives and the desired outcome of your investment, then choose a data analysis tool that will meet those needs. - **Scalability:** Data analysis tools are designed to start small and grow with a business. Look for a tool with a comprehensive feature set that will support your business at every stage. - **Integration with existing business tools:** Before purchasing your data analysis tool, research how it connects to your existing systems and third-party data sources. Software that seamlessly integrates with other business tools (such as your CRM or accounting software) allows easy data sharing.  - **Mobile accessibility:** The ability to access your data analysis software solution via mobile helps you collaborate and share information with stakeholders and colleagues. Mobility as a feature is essential for businesses that operate globally and need to make data-driven decisions on the go.  * * * ## Relevant data analysis software trends - **Data storytelling to take the market by storm:** Presenting data as a narrative to highlight a series of changes or trends over a period of time is known as [data storytelling](https://mitsloan.mit.edu/ideas-made-to-matter/next-chapter-analytics-data-storytelling). Increasingly, businesses are using data stories to illustrate key concepts, challenges, and insights. Pairing interactive dashboards with a data storytelling approach makes it easy for any audience to comprehend complex data sets. Going forward, more and more software providers are expected to make this format available so that the decision-makers can understand their data and leverage insights for intelligent decision-making. * * * **Sources** Products evaluated for the pricing calculation were taken from [Capterra’s data analysis software directory.](https://www.capterra.com/data-analysis-software/) The pricing ranges exclude freemium versions of the products. The features highlighted were identified based on their relevance and the percentage of products in Capterra’s directory that offer them. The following sources were used for this document: 1\. [The next chapter in analytics: data storytelling](https://mitsloan.mit.edu/ideas-made-to-matter/next-chapter-analytics-data-storytelling) (Date accessed: October 14, 2021)