# Best Data Analysis Software - 2026 Reviews & Pricing > Find the best Data Analysis Tools for your organization. Compare top Data Analysis Tools with customer reviews, pricing, and free demos. Source: https://www.softwareadvice.com/bi/data-analysis-comparison/p/all --- [Home](https://www.softwareadvice.com/) / Data Analysis Software Software Advice offers objective insights based on verified user reviews and independent product and market research. When our advisors match you to a software provider, we may earn a referral fee. # Best Data Analysis Software of 2026 Updated June 7, 2026 On this page 1. FrontRunners 2. Popular Comparisons 3. Buyers Guide 4. Related Software Filter products 686 results ### Compare Products Showing 1 - 25 of 686 products #### Company Size - Self-Employed - 2-10 - 11-50 - 51-200 - 201-500 - 501-1000 - 1000+ #### Pricing Options - $$$$$ - $$$$$ - $$$$$ - $$$$$ - $$$$$ ### Compare Products Sort by **Recommendations**: Sorts listings by the number of recommendations our advisors have made over the past 30 days. Our advisors assess buyers’ needs for free and only recommend products that meet buyers’ needs. Vendors pay Software Advice for these referrals. **Reviews**: Sorts listings by the number of user reviews we have published, greatest to least. **Average Rating**: Sorts listings by overall star rating based on user reviews, highest to lowest. **Alphabetically (A-Z)**: Sorts listings by product name from A to Z. [OriginPro](https://www.softwareadvice.com/statistical-analysis/originpro-profile/) OriginPro is a cloud-based data analysis and graphing solution, which assists academic institutions, government organizations, n...[Read more about OriginPro](https://www.softwareadvice.com/statistical-analysis/originpro-profile/) **4.8** ([197 reviews](https://www.softwareadvice.com/statistical-analysis/originpro-profile/reviews/)) Free trial Free version OriginPro's Best Rated Features 4.90Regression Analysis See All OriginPro's Worst Rated Features 4.35Data Connectors See All [Informer](https://www.softwareadvice.com/product/18672-informer/) Entrinsik Informer is a business intelligence tool that is designed for business and IT professionals. Key features include a da...[Read more about Informer](https://www.softwareadvice.com/product/18672-informer/) **4.8** ([57 reviews](https://www.softwareadvice.com/product/18672-informer/reviews/)) Free trial Free version Integrations Integrations Box Universe +2 more +1 more +0 more [Alteryx Designer](https://www.softwareadvice.com/bi/alteryx-profile/) Alteryx Designer is a desktop-based self-service data profiling, preparation, blending, and analytics product used to create vis...[Read more about Alteryx Designer](https://www.softwareadvice.com/bi/alteryx-profile/) **4.8** ([102 reviews](https://www.softwareadvice.com/bi/alteryx-profile/reviews/)) Free trial Free version Integrations Integrations Tableau Microsoft Azure +3 more +2 more +1 more Alteryx Designer's Best Rated Features 5.0Data Cleansing See All Alteryx Designer's Worst Rated Features 3.50Data Visualization See All [Google Cloud](https://www.softwareadvice.com/compliance/google-cloud-platform-profile/) Google Cloud is a suite of cloud computing services that allows businesses to build, deploy, and scale applications. The platfor...[Read more about Google Cloud](https://www.softwareadvice.com/compliance/google-cloud-platform-profile/) **4.7** ([2286 reviews](https://www.softwareadvice.com/compliance/google-cloud-platform-profile/reviews/)) Free trial Free version Integrations Integrations Google Docs Google Drive +30 more +29 more +28 more Google Cloud's Best Rated Features 5.0Virtual Server See All Google Cloud's Worst Rated Features 3.96Role-Based Permissions See All [Hexowatch](https://www.softwareadvice.com/website-monitoring/hexowatch-profile/) Hexowatch is a business intelligence (BI) software that helps enterprises leverage artificial intelligence (AI) technology to mo...[Read more about Hexowatch](https://www.softwareadvice.com/website-monitoring/hexowatch-profile/) **4.8** ([69 reviews](https://www.softwareadvice.com/website-monitoring/hexowatch-profile/reviews/)) Free trial Free version Integrations Integrations Slack Gmail +5 more +4 more +3 more Hexowatch's Best Rated Features 4.71Real-Time Monitoring See All Hexowatch's Worst Rated Features 4.56Alerts/Notifications See All [Phocas](https://www.softwareadvice.com/bi/phocas-profile/) Phocas is a SaaS platform designed to help mid-market businesses in manufacturing, wholesale distribution, and retail make data-...[Read more about Phocas](https://www.softwareadvice.com/bi/phocas-profile/) **4.7** ([134 reviews](https://www.softwareadvice.com/bi/phocas-profile/reviews/)) Free trial Free version Integrations Integrations Microsoft Excel Google Analytics 360 +42 more +41 more +40 more Phocas's Best Rated Features 4.89Scheduled/Automated Reports See All Phocas's Worst Rated Features 4.17Visual Analytics See All [datapine](https://www.softwareadvice.com/bi/datapine-profile/) datapine is a business intelligence software designed to empower companies in exploring, visualizing, analyzing, and sharing the...[Read more about datapine](https://www.softwareadvice.com/bi/datapine-profile/) **4.9** ([27 reviews](https://www.softwareadvice.com/bi/datapine-profile/reviews/)) Free trial Free version Integrations Integrations Dropbox Business Microsoft Excel +15 more +14 more +13 more [Toucan](https://www.softwareadvice.com/bi/toucan-toco-profile/) Toucan is an AI-powered embedded analytics platform built for ISVs and SaaS companies. If you're building a SaaS product, your ...[Read more about Toucan](https://www.softwareadvice.com/bi/toucan-toco-profile/) **4.7** ([51 reviews](https://www.softwareadvice.com/bi/toucan-toco-profile/reviews/)) Free trial Free version Integrations Integrations Microsoft Excel Google Analytics 360 +12 more +11 more +10 more Toucan's Best Rated Features 4.82Multiple Data Sources See All Toucan's Worst Rated Features 4.50Access Controls/Permissions See All [BrightGauge](https://www.softwareadvice.com/bi/brightgauge-profile/) BrightGauge is a business intelligence solution that enables enterprises to gain visibility into key performance indicators (KPI...[Read more about BrightGauge](https://www.softwareadvice.com/bi/brightgauge-profile/) **4.7** ([45 reviews](https://www.softwareadvice.com/bi/brightgauge-profile/reviews/)) Free trial Free version Integrations Integrations OneDrive QuickBooks Online +24 more +23 more +22 more BrightGauge's Best Rated Features 4.57Reporting/Analytics See All BrightGauge's Worst Rated Features 4.33Customizable Dashboard See All [Trella Health Marketscape](https://www.softwareadvice.com/bi/trella-health-profile/) The leading CRM and Market Insights platform for post-acute providers and suppliers. Designed for the fast-paced needs of healt...[Read more about Trella Health Marketscape](https://www.softwareadvice.com/bi/trella-health-profile/) **4.6** ([134 reviews](https://www.softwareadvice.com/bi/trella-health-profile/reviews/)) Free trial Free version Integrations Integrations MatrixCare Home Health & Hospice myUnity +6 more +5 more +4 more Trella Health Marketscape's Best Rated Features 4.52Reporting/Analytics See All Trella Health Marketscape's Worst Rated Features 4.29Data Discovery See All [Diver Platform](https://www.softwareadvice.com/bi/diver-bi-profile/) Diver Platform from Dimensional Insight is a data management and business intelligence (BI) platform. The solution can be used i...[Read more about Diver Platform](https://www.softwareadvice.com/bi/diver-bi-profile/) **5.0** ([9 reviews](https://www.softwareadvice.com/bi/diver-bi-profile/reviews/)) Free trial Free version [ClicData](https://www.softwareadvice.com/bi/clicdata-profile/) ClicData is a modern data platform providing data teams a complete set of tools: data integration, built-in data lakehouse, data...[Read more about ClicData](https://www.softwareadvice.com/bi/clicdata-profile/) **4.6** ([145 reviews](https://www.softwareadvice.com/bi/clicdata-profile/reviews/)) Free trial Free version Integrations Integrations Google Drive Trello +90 more +89 more +88 more ClicData's Best Rated Features 4.83Functions/Calculations See All ClicData's Worst Rated Features 4.25Reporting/Analytics See All [Matomo](https://www.softwareadvice.com/bi/matomo-profile/) Take back control with Matomo. You own 100% of your website data so you ensure complete customer privacy. Data compliance cover...[Read more about Matomo](https://www.softwareadvice.com/bi/matomo-profile/) **4.7** ([62 reviews](https://www.softwareadvice.com/bi/matomo-profile/reviews/)) Free trial Free version Integrations Integrations Jira WordPress +16 more +15 more +14 more Matomo's Best Rated Features 5.0Data Visualization See All Matomo's Worst Rated Features 4.13Activity Dashboard See All [Funnel](https://www.softwareadvice.com/bi/funnel-dashboards-reports-profile/) Funnel is a marketing intelligence platform designed to aggregate data from various marketing channels and provide tools for rep...[Read more about Funnel](https://www.softwareadvice.com/bi/funnel-dashboards-reports-profile/) **4.7** ([19 reviews](https://www.softwareadvice.com/bi/funnel-dashboards-reports-profile/reviews/)) Free trial Free version Integrations Integrations Google Analytics 360 HubSpot CRM +11 more +10 more +9 more [Lumenore](https://www.softwareadvice.com/bi/lumenore-profile/) Discover actionable insights in your data silos! Lumenore democratizes business intelligence with no-code analytics. Empower yo...[Read more about Lumenore](https://www.softwareadvice.com/bi/lumenore-profile/) **4.8** ([11 reviews](https://www.softwareadvice.com/bi/lumenore-profile/#reviews)) Free trial Free version Integrations Integrations Google Drive Slack +35 more +34 more +33 more Lumenore's Best Rated Features 4.50Reporting/Analytics See All Lumenore's Worst Rated Features 4.50Reporting/Analytics See All [Inzata](https://www.softwareadvice.com/bi/inzata-profile/) Inzata is a cloud-based business intelligence platform that helps automate and manage processes of data collection, preparation,...[Read more about Inzata](https://www.softwareadvice.com/bi/inzata-profile/) **4.7** ([15 reviews](https://www.softwareadvice.com/bi/inzata-profile/#reviews)) Free trial Free version Integrations Integrations Microsoft Excel Google Analytics 360 +3 more +2 more +1 more [Infoveave](https://www.softwareadvice.com/product/461430-infoveave/) Infoveave is a data platform that integrates data automation, analytics, and AI capabilities to transform raw data into actionab...[Read more about Infoveave](https://www.softwareadvice.com/product/461430-infoveave/) **5.0** ([5 reviews](https://www.softwareadvice.com/product/461430-infoveave/#reviews)) Free trial Free version Integrations Integrations Google Drive PayPal +40 more +39 more +38 more [Reeport](https://www.softwareadvice.com/bi/reeport-profile/) Reeport is a cloud-based data analytics platform, which helps businesses of all sizes automate the collection of data from multi...[Read more about Reeport](https://www.softwareadvice.com/bi/reeport-profile/) **4.9** ([7 reviews](https://www.softwareadvice.com/bi/reeport-profile/#reviews)) Free trial Free version Integrations Integrations Mailchimp Google Analytics 360 +8 more +7 more +6 more [Decile](https://www.softwareadvice.com/bi/decile-profile/) Decile harnesses the power of customer data to deliver business intelligence and customer insights proven to drive profitability...[Read more about Decile](https://www.softwareadvice.com/bi/decile-profile/) **4.8** ([9 reviews](https://www.softwareadvice.com/bi/decile-profile/reviews/)) Free trial Free version Integrations Integrations Google Analytics 360 Shopify +7 more +6 more +5 more Decile's Best Rated Features 4.88Dashboard See All Decile's Worst Rated Features 4.57Self Service Data Preparation See All [DataGPT](https://www.softwareadvice.com/qualitative-data-analysis/comparative-profile/) How quickly can you get answers from your data? Meet DataGPT: Your personal AI analyst bringing you instant analysis as effortle...[Read more about DataGPT](https://www.softwareadvice.com/qualitative-data-analysis/comparative-profile/) **5.0** ([4 reviews](https://www.softwareadvice.com/qualitative-data-analysis/comparative-profile/#reviews)) Free trial Free version [Microsoft Power BI](https://www.softwareadvice.com/bi/microsoft-power-bi-profile/) Microsoft Power BI is a comprehensive data visualization tool that forms part of the Power Platform suite of products. Power BI ...[Read more about Microsoft Power BI](https://www.softwareadvice.com/bi/microsoft-power-bi-profile/) **4.6** ([1882 reviews](https://www.softwareadvice.com/bi/microsoft-power-bi-profile/reviews/)) Free trial Free version Integrations Integrations Microsoft Excel Salesforce Sales Cloud +10 more +9 more +8 more Microsoft Power BI's Best Rated Features 4.76Activity Dashboard See All Microsoft Power BI's Worst Rated Features 4.04Integration into Third Party Applications See All [Market Intelligence Platform](https://www.softwareadvice.com/bi/market-intelligence-platform-profile/) Market Inside is a cloud-based trade intelligence platform that helps businesses view and analyze trade data via a unified porta...[Read more about Market Intelligence Platform](https://www.softwareadvice.com/bi/market-intelligence-platform-profile/) **5.0** ([3 reviews](https://www.softwareadvice.com/bi/market-intelligence-platform-profile/#reviews)) Free trial Free version [Mozart Data](https://www.softwareadvice.com/bi/mozart-data-profile/) Backed by award-winning data analyst support, Mozart Data is the fastest way to set up scalable, reliable data infrastructure th...[Read more about Mozart Data](https://www.softwareadvice.com/bi/mozart-data-profile/) **5.0** ([3 reviews](https://www.softwareadvice.com/bi/mozart-data-profile/#reviews)) Free trial Free version Integrations Integrations Google Analytics 360 Shopify +13 more +12 more +11 more [Onvo AI](https://www.softwareadvice.com/bi/onvo-ai-profile/) Discover Onvo AI, the ultimate solution for effortlessly revolutionizing business's dashboard and report creation and deployment...[Read more about Onvo AI](https://www.softwareadvice.com/bi/onvo-ai-profile/) **5.0** ([3 reviews](https://www.softwareadvice.com/bi/onvo-ai-profile/#reviews)) Free trial Free version Integrations Integrations Microsoft Excel Zoho CRM +18 more +17 more +16 more [Zap Data Hub](https://www.softwareadvice.com/data-management/zap-profile/) ZAP Data Hub is a hybrid business intelligence solution that caters to businesses across various industry verticals that include...[Read more about Zap Data Hub](https://www.softwareadvice.com/data-management/zap-profile/) **4.9** ([4 reviews](https://www.softwareadvice.com/data-management/zap-profile/#reviews)) Free trial Free version Integrations Integrations Microsoft Excel Salesforce Sales Cloud +13 more +12 more +11 more 1 [2](https://www.softwareadvice.com/bi/data-analysis-comparison/?page=2)[3](https://www.softwareadvice.com/bi/data-analysis-comparison/?page=3)[4](https://www.softwareadvice.com/bi/data-analysis-comparison/?page=4)[5](https://www.softwareadvice.com/bi/data-analysis-comparison/?page=5) ... [28](https://www.softwareadvice.com/bi/data-analysis-comparison/?page=28) ## Popular Comparisons [ Adobe Analytics vs Google Analytics 360 ](https://www.softwareadvice.com/marketing/adobe-analytics-profile/vs/google-analytics/)[ Microsoft Power BI vs Tableau ](https://www.softwareadvice.com/bi/microsoft-power-bi-profile/vs/tableau/)[ Splunk Enterprise vs Google Cloud ](https://www.softwareadvice.com/compliance/google-cloud-platform-profile/vs/splunk-enterprise/)[ Minitab vs IBM SPSS Statistics ](https://www.softwareadvice.com/bi/ibm-spss-statistics-profile/vs/minitab/)[ Logi Symphony vs Grow ](https://www.softwareadvice.com/bi/grow-profile/vs/logi-symphony/)[ Zoho Analytics vs Qlik Sense ](https://www.softwareadvice.com/bi/qlik-sense-profile/vs/zoho-analytics/) ## Your Guide to Top Data Analysis Software, August 2024 Software Advice uses reviews from real software users to highlight the top-rated Data Analysis products in North America. [Learn how products are chosen](https://www.softwareadvice.com/legal-page/frontrunners-methodology/) #### Explore FrontRunners - [ATLAS.ti](https://www.softwareadvice.com/bi/atlas-ti-profile/) - [Klips](https://www.softwareadvice.com/marketing/klipfolio-profile/) - [EngineRoom](https://www.softwareadvice.com/bi/engineroom-profile/) - [Bunker DB Analytics](https://www.softwareadvice.com/marketing/bunker-db-profile/) - [Displayr](https://www.softwareadvice.com/bi/displayr-profile/) - [SAP Analytics Cloud](https://www.softwareadvice.com/bi/sap-analytics-cloud-profile/) - [Zoho Analytics](https://www.softwareadvice.com/bi/zoho-analytics-profile/) - [Adobe Analytics](https://www.softwareadvice.com/marketing/adobe-analytics-profile/) - [Sisense](https://www.softwareadvice.com/product/119281-Sisense/) - [Minitab](https://www.softwareadvice.com/bi/minitab-profile/) - [SAS Visual Analytics](https://www.softwareadvice.com/bi/sas-business-intelligence-profile/) - [Qlik Sense](https://www.softwareadvice.com/bi/qlik-sense-profile/) - [Microsoft Power BI](https://www.softwareadvice.com/bi/microsoft-power-bi-profile/) - [Tableau](https://www.softwareadvice.com/bi/tableau-profile/) - [Stata](https://www.softwareadvice.com/bi/stata-profile/) - [Domo](https://www.softwareadvice.com/bi/domo-profile/) - [IBM SPSS Statistics](https://www.softwareadvice.com/bi/ibm-spss-statistics-profile/) - [ZEMA](https://www.softwareadvice.com/data-entry/zema-profile/) - [Grow](https://www.softwareadvice.com/bi/grow-profile/) “Usability” includes user ratings for Functionality and Ease of Use. “Customer Satisfaction” includes user ratings for Customer Support, Likelihood to Recommend and Value for Money. Reviews analysis period: The reviews analysis period spans two years and ends the 15th of the month prior to publication. ## What are Data Analysis Tools? Data Analysis Tools is a set of technology that enable users to analyze and visualize data in order to identify trends and correlations with the goal of supporting decision making. Gartner defines BI as “the applications, infrastructure and tools and best practices that enable access to, and analysis of, information to improve and optimize decisions and performance.” Given this, data analysis software is a central requirement for any business that wants to improve BI. In this guide, we’ll outline the main role of data analysis software and describe its functionality. This can help buyers select the best solution for their needs. We’ll cover: [What Is the Role of Data Analysis in BI?](#WhatIstheRoleofDataAnalysisinBI) [Data Analysis Software Explained](#DataAnalysisSoftwareExplained) [Common Functionality of Data Analysis Software](#CommonFunctionalityofDataAnalysisSoftware) [Benefits of Data Analysis Programs](#BenefitsofDataAnalysisPrograms) [Key Considerations for Buyers](#KeyConsiderationsforBuyers) ## What Is the Role of Data Analysis in BI? While the term "data analysis" is self-explanatory, it’s usually encountered in the context of BI, which is much more complicated. Thus, it’s helpful to begin by explaining how software for data analysis fits into the larger BI context. The diagram below shows the major components of [a BI system](https://www.softwareadvice.com/bi/). All the data originates from the various data sources on the left, is colocated in the data warehouse (in the center) and then is analyzed by end users—using data analysis software—on the right. Data analysis software is often the final, or second-to-last, link in the long chain of BI: This chain begins with loosely related and unstructured data, and ends with actionable intelligence. ## Data Analysis Software Explained Data analysis software is also known as “data analytics” tools. No matter what you call them, these should be able to handle five key capabilities, which include: - **Dashboards.** These provide a real-time overview of key performance indicators (KPIs) in a visual format that is easily sharable. Some data analysis tools allow users to create their own dashboards so they can get a clearer picture of specific business operations. - **Data set creation.** Your business forecasts are only as reliable as the quality and quantity of data behind them. Software for data analysis should allow users to scrub, aggregate and split data as needed. - **Interactive exploration.** Static pie charts and line graphs are practically passé by today’s standards. Tools that enable interactive exploration provide eye-catching ways to visualize trends, such as heat maps and time motion views. Heat maps are 2D representations of data where values are represented by colors and time motion views are moving images depicting how data changes over time. - **Sharing.** Collaboration and social sharing functionalities are important because they allow business leaders to work together more efficiently. When everyone is seeing the same data sets, it’s easier to interpret the information in the same way. - **Ease of use.** A good data analytics tool should not require an advanced computer science degree to operate. While usability will vary depending on how robust and technical your platform is, the interface should be intuitive enough for trained staff to use with minimal support. ## Common Functionality As you research the various options available in the data analysis software market, you’ll notice that vendors describe and name their solutions differently. This can make product selection, and apples-to-apples comparisons, difficult. So, here’s an overview of the general categories of software for data analysis: **Functionality** **Description** **Querying** Querying is the process of “asking” the database a question. The answer is returned via the analysis tool in the form of data or data patterns, and is often presented as a “report.” **Reporting** Reports are the results returned from a database query. They can take many different shapes and sizes depending on the software used, the available data and the specific nature of the query. **Managed Query Environment (MQE)** MQE functionality lets administrators set role-based restrictions on the types of queries employees can submit, which databases those queries will access and the types of reports they’ll produce. **Online analytical processing (**OLAP**)** Analyzes multidimensional data from multiple perspectives. It’s usually comprised of three analytical operations: data consolidation, data sorting and classification ("drill-down") and analysis of data from a particular perspective ("slice-and-dice"). [Predictive analytics](https://www.softwareadvice.com/bi/predictive-analytics-comparison/) Makes predictions about future risks and opportunities. For example, predictive analytics could be used to test the effectiveness of marketing campaigns based on the performance of past campaigns. **Semantic and text analytics** Analyzes large volumes of text to identify patterns, relationships and sentiment. These tools are often applied to comments on social media, live chat conversations and emailed communications. ## Benefits of Data Analysis Software The benefits of data analysis software are, essentially, the benefits of business intelligence. They vary tremendously depending on the individual case. Generally, however, they help identify, interpret and predict trends and patterns that affect the business. Data analysis software can help, for example: - Clarify the correlation between new marketing initiatives and improved sales - Better predict customers’ needs by analyzing past purchases and browsing habits - Improve internal workflows and suggest solutions to common bottlenecks By extracting these kinds of meaningful insights from your data, you’re in a better position to understand what it will take for your business to increase profitability. When you analyze a data set, you’re reflecting on what is (or isn’t) running smoothly at your business. The great advantage of using software for this purpose is it’s often more reliable—and less time-consuming—than manual data coding methods. ## Key Considerations for Buyers Businesses hoping to purchase data analysis tools in the near future should consider the following when evaluating solutions: **Customer support.** Even in the most user-friendly of data analysis programs, it’s common to encounter some technical difficulties. Be sure to evaluate all the training and support services a vendor offers before committing to their system. This may include 24/7 live chat, online case submissions, webinars and more. **Mobile access.** Business leaders who travel frequently will be especially interested in ensuring their data analysis tools are compatible with various mobile devices, such as tablets and smartphones. Click here for a more comprehensive guide on mobile BI software. **Integrations.** Make a list of all the different software your business currently uses to check what the integration process is like with [BI platforms](https://www.softwareadvice.com/bi/) on your shortlist. For example, a vendor’s BI platform may not integrate with your existing CRM system. ### Related Data Analysis Software - [Big Data Software](https://www.softwareadvice.com/bi/big-data-comparison/) - [Business Intelligence Software](https://www.softwareadvice.com/bi/) - [Qualitative Data Analysis Software](https://www.softwareadvice.com/qualitative-data-analysis/)