# Best Big Data Software 2026 | Capterra > Find the top Big Data 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: https://www.capterra.com/big-data-software --- Best Big Data Software Last updated on July 16, 2026 # Best Big Data Software ### [SAS Viya](https://www.capterra.com/ppc/clicks/collect/CA/directory/695e7ea5-265b-4299-bdcb-a916e79be8b8/destination?country=US&language=en&specificLocation=category-upgraded-product-name&sessionStartPage=aHR0cHM6Ly9ieC1jYXB0ZXJyYS1pYmN4ZDA1enMtZzJkbS52ZXJjZWwuYXBwL2JpZy1kYXRhLXNvZnR3YXJlLz9fX2FpX21hcmtkb3duPXRydWU%3D&categoryId=af7fb155-6c44-468e-9513-e3d4ad47e415&listingPosition=1&ts=1784628890836&s=57EDAE010E3EA0C12D2E397A45D068AB5F2411D29786866FA564164A4533BE91) [4.4(12)](https://www.capterra.com/p/10004983/SAS-Viya/reviews/) SAS Viya is a cloud-native AI and analytics platform that integrates data, builds models, and manages cloud infrastructure. [Learn more about SAS Viya](https://www.capterra.com/p/10004983/SAS-Viya/) Pricing info Free TrialFree Version 5-4 (11)3 (0)2-1 (1) Free TrialFree Version ### [Tableau](https://www.capterra.com/p/208764/Tableau/) [4.6(2357)](https://www.capterra.com/p/208764/Tableau/reviews/) [View Profile](https://www.capterra.com/p/208764/Tableau/) [View Profile](https://www.capterra.com/p/208764/Tableau/) Business intelligence solution that allows businesses to connect with data sources, build interactive visualizations & share insights. [Learn more about Tableau](https://www.capterra.com/p/208764/Tableau/) Pricing info Free TrialFree Version 5-4 (2,241)3 (90)2-1 (26) Free TrialFree Version ### [Google Cloud](https://www.capterra.com/p/268690/Google-Cloud-Platform/) [4.7(2304)](https://www.capterra.com/p/268690/Google-Cloud-Platform/reviews/) [View Profile](https://www.capterra.com/p/268690/Google-Cloud-Platform/) [View Profile](https://www.capterra.com/p/268690/Google-Cloud-Platform/) Cloud-based service that allows users to create anything from swebsites to complex applications for businesses of all sizes. [Learn more about Google Cloud](https://www.capterra.com/p/268690/Google-Cloud-Platform/) Pricing info Free TrialFree Version 5-4 (2,220)3 (73)2-1 (11) Free TrialFree Version 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. ### [Microsoft Power BI](https://www.capterra.com/p/176586/Power-BI/) [4.6(1886)](https://www.capterra.com/p/176586/Power-BI/reviews/) [View Profile](https://www.capterra.com/p/176586/Power-BI/) [View Profile](https://www.capterra.com/p/176586/Power-BI/) Microsoft Power BI is business intelligence software that helps users visualize data and generate reports from various applications. [Learn more about Microsoft Power BI](https://www.capterra.com/p/176586/Power-BI/) Pricing info Free TrialFree Version 5-4 (1,802)3 (71)2-1 (13) Free TrialFree Version ### [IBM SPSS Statistics](https://www.capterra.com/p/250819/IBM-SPSS-Statistics/) [4.5(644)](https://www.capterra.com/p/250819/IBM-SPSS-Statistics/reviews/) [View Profile](https://www.capterra.com/p/250819/IBM-SPSS-Statistics/) [View Profile](https://www.capterra.com/p/250819/IBM-SPSS-Statistics/) Software is used by a variety of customers to solve industry-specific business issues to drive quality decision-making. [Learn more about IBM SPSS Statistics](https://www.capterra.com/p/250819/IBM-SPSS-Statistics/) Pricing info Free TrialFree Version 5-4 (603)3 (38)2-1 (3) Free TrialFree Version ### [Oracle Database](https://www.capterra.com/p/5938/Oracle-Database/) [4.6(473)](https://www.capterra.com/p/5938/Oracle-Database/reviews/) [View Profile](https://www.capterra.com/p/5938/Oracle-Database/) [View Profile](https://www.capterra.com/p/5938/Oracle-Database/) Leading enterprise-grade relational database that offers secure data management and transaction processing. [Learn more about Oracle Database](https://www.capterra.com/p/5938/Oracle-Database/) Pricing info Free TrialFree Version 5-4 (443)3 (25)2-1 (5) Free TrialFree Version ### [MongoDB](https://www.capterra.com/p/127374/MongoDB/) [4.7(470)](https://www.capterra.com/p/127374/MongoDB/reviews/) [View Profile](https://www.capterra.com/p/127374/MongoDB/) [View Profile](https://www.capterra.com/p/127374/MongoDB/) AI demands adaptability. MongoDB offers flexible, scalable, AI-ready data solutions, eliminating friction and accelerating innovation. [Learn more about MongoDB](https://www.capterra.com/p/127374/MongoDB/) Pricing info Free TrialFree Version 5-4 (465)3 (4)2-1 (1) Free TrialFree Version ### [vSphere](https://www.capterra.com/p/93512/VMware-Horizon/) [4.7(433)](https://www.capterra.com/p/93512/VMware-Horizon/reviews/) [View Profile](https://www.capterra.com/p/93512/VMware-Horizon/) [View Profile](https://www.capterra.com/p/93512/VMware-Horizon/) Cloud-based virtualization platform which helps enterprises with data consolidation, infrastructure security and remote support. [Learn more about vSphere](https://www.capterra.com/p/93512/VMware-Horizon/) Pricing info Free TrialFree Version 5-4 (425)3 (7)2-1 (1) Free TrialFree Version ### [Minitab](https://www.capterra.com/p/109731/Minitab-Statistical-Software/) [4.5(390)](https://www.capterra.com/p/109731/Minitab-Statistical-Software/reviews/) [View Profile](https://www.capterra.com/p/109731/Minitab-Statistical-Software/) [View Profile](https://www.capterra.com/p/109731/Minitab-Statistical-Software/) Statistical software for data analysis, quality improvement, predictive analytics, and process optimization. [Learn more about Minitab](https://www.capterra.com/p/109731/Minitab-Statistical-Software/) Pricing info Free TrialFree Version 5-4 (364)3 (20)2-1 (6) Free TrialFree Version ### [Sisense](https://www.capterra.com/p/86955/Sisense/) [4.5(378)](https://www.capterra.com/p/86955/Sisense/reviews/) [View Profile](https://www.capterra.com/p/86955/Sisense/) [View Profile](https://www.capterra.com/p/86955/Sisense/) Sisense is an API-first analytics platform that modernizes businesses. [Learn more about Sisense](https://www.capterra.com/p/86955/Sisense/) Pricing info Free TrialFree Version 5-4 (360)3 (14)2-1 (4) Free TrialFree Version ### [Datadog](https://www.capterra.com/p/135453/Datadog-Cloud-Monitoring/) [4.6(362)](https://www.capterra.com/p/135453/Datadog-Cloud-Monitoring/reviews/) [View Profile](https://www.capterra.com/p/135453/Datadog-Cloud-Monitoring/) [View Profile](https://www.capterra.com/p/135453/Datadog-Cloud-Monitoring/) Gain full visibility into your applications and infrastructure with Datadog’s real-time monitoring, security, and analytics. [Learn more about Datadog](https://www.capterra.com/p/135453/Datadog-Cloud-Monitoring/) Pricing info Free TrialFree Version 5-4 (349)3 (10)2-1 (3) Free TrialFree Version ### [Zoho Analytics](https://www.capterra.com/p/129749/Zoho-Analytics/) [4.4(361)](https://www.capterra.com/p/129749/Zoho-Analytics/reviews/) [View Profile](https://www.capterra.com/p/129749/Zoho-Analytics/) [View Profile](https://www.capterra.com/p/129749/Zoho-Analytics/) AI-powered self-service BI and analytics platform that scales up to analyze huge data volumes for insights [Learn more about Zoho Analytics](https://www.capterra.com/p/129749/Zoho-Analytics/) Pricing info Free TrialFree Version 5-4 (329)3 (25)2-1 (7) Free TrialFree Version ### [Looker](https://www.capterra.com/p/169053/Looker/) [4.5(282)](https://www.capterra.com/p/169053/Looker/reviews/) [View Profile](https://www.capterra.com/p/169053/Looker/) [View Profile](https://www.capterra.com/p/169053/Looker/) Looker is a cloud-based and AI-enabled BI platform enabling organizations to explore data, create analytics apps, and share insights. [Learn more about Looker](https://www.capterra.com/p/169053/Looker/) Pricing info Free TrialFree Version 5-4 (264)3 (16)2-1 (2) Free TrialFree Version ### [Splunk Enterprise](https://www.capterra.com/p/94317/Splunk/) [4.6(262)](https://www.capterra.com/p/94317/Splunk/reviews/) [View Profile](https://www.capterra.com/p/94317/Splunk/) [View Profile](https://www.capterra.com/p/94317/Splunk/) Search, analyze, and visualize data from your entire data ecosystem. Monitor, alert, and report on your operations to drive resilience. [Learn more about Splunk Enterprise](https://www.capterra.com/p/94317/Splunk/) Pricing info Free TrialFree Version 5-4 (250)3 (12)2-1 (0) Free TrialFree Version ### [Qlik Sense](https://www.capterra.com/p/209809/Qlik-Sense/) [4.5(261)](https://www.capterra.com/p/209809/Qlik-Sense/reviews/) [View Profile](https://www.capterra.com/p/209809/Qlik-Sense/) [View Profile](https://www.capterra.com/p/209809/Qlik-Sense/) Qlik Sense is a business intelligence (BI) and visual analytics platform that helps global enterprises move faster and work smarter. [Learn more about Qlik Sense](https://www.capterra.com/p/209809/Qlik-Sense/) Pricing info Free TrialFree Version 5-4 (244)3 (13)2-1 (4) Free TrialFree Version ### [Amazon EC2](https://www.capterra.com/p/219781/EC2/) [4.7(173)](https://www.capterra.com/p/219781/EC2/reviews/) [View Profile](https://www.capterra.com/p/219781/EC2/) [View Profile](https://www.capterra.com/p/219781/EC2/) Secure and resizable compute capacity in the cloud. Launch applications when needed without upfront commitments. [Learn more about Amazon EC2](https://www.capterra.com/p/219781/EC2/) Pricing info Free TrialFree Version 5-4 (162)3 (9)2-1 (2) Free TrialFree Version ### [Wolfram Mathematica](https://www.capterra.com/p/171048/Wolfram-Mathematica/) [4.6(169)](https://www.capterra.com/p/171048/Wolfram-Mathematica/reviews/) [View Profile](https://www.capterra.com/p/171048/Wolfram-Mathematica/) [View Profile](https://www.capterra.com/p/171048/Wolfram-Mathematica/) Technical computing system that provides tools for image processing, geometry, visualization, machine learning, data mining, and more. [Learn more about Wolfram Mathematica](https://www.capterra.com/p/171048/Wolfram-Mathematica/) Pricing info Free TrialFree Version 5-4 (161)3 (6)2-1 (2) Free TrialFree Version ### [IBM Cognos Analytics](https://www.capterra.com/p/240583/IBM-Cognos-Analytics/) [4.2(137)](https://www.capterra.com/p/240583/IBM-Cognos-Analytics/reviews/) [View Profile](https://www.capterra.com/p/240583/IBM-Cognos-Analytics/) [View Profile](https://www.capterra.com/p/240583/IBM-Cognos-Analytics/) IBM® Cognos Analytics offers AI-powered, self-service capabilities so you can quickly and confidently identify and act on insight. [Learn more about IBM Cognos Analytics](https://www.capterra.com/p/240583/IBM-Cognos-Analytics/) Pricing info Free TrialFree Version 5-4 (115)3 (17)2-1 (5) Free TrialFree Version ### [Phocas](https://www.capterra.com/p/141678/Phocas-Software/) [4.7(135)](https://www.capterra.com/p/141678/Phocas-Software/reviews/) [View Profile](https://www.capterra.com/p/141678/Phocas-Software/) [View Profile](https://www.capterra.com/p/141678/Phocas-Software/) Phocas provides big data analytics to uncover trends, patterns, correlations or other useful insights that lead to tangible results. [Learn more about Phocas](https://www.capterra.com/p/141678/Phocas-Software/) Pricing info Free TrialFree Version 5-4 (132)3 (2)2-1 (1) Free TrialFree Version ### [Prisync](https://www.capterra.com/p/153451/Prisync/) [4.8(129)](https://www.capterra.com/p/153451/Prisync/reviews/) [View Profile](https://www.capterra.com/p/153451/Prisync/) [View Profile](https://www.capterra.com/p/153451/Prisync/) Cutting-edge B2B pricing software. Optimize prices, outpace competitors, and increase revenue from one intuitive dashboard. [Learn more about Prisync](https://www.capterra.com/p/153451/Prisync/) Pricing info Free TrialFree Version 5-4 (126)3 (2)2-1 (1) Free TrialFree Version ### [SyncSpider](https://www.capterra.com/p/211760/SyncSpider/) [4.7(116)](https://www.capterra.com/p/211760/SyncSpider/reviews/) [View Profile](https://www.capterra.com/p/211760/SyncSpider/) [View Profile](https://www.capterra.com/p/211760/SyncSpider/) Sync Product, Order & Customer Data Across over +400 ecommerce, ERP, CRM, and marketplace integrations [Learn more about SyncSpider](https://www.capterra.com/p/211760/SyncSpider/) Pricing info Free TrialFree Version 5-4 (111)3 (1)2-1 (4) Free TrialFree Version ### [Matillion](https://www.capterra.com/p/185425/Matillion/) [4.3(111)](https://www.capterra.com/p/185425/Matillion/reviews/) [View Profile](https://www.capterra.com/p/185425/Matillion/) [View Profile](https://www.capterra.com/p/185425/Matillion/) Matillion powers big data at scale, streamlining pipelines for AI/ML and multi-modal analytics with governance built in. [Learn more about Matillion](https://www.capterra.com/p/185425/Matillion/) Pricing info Free TrialFree Version 5-4 (99)3 (10)2-1 (2) Free TrialFree Version ### [Hevo](https://www.capterra.com/p/176435/Hevo/) [4.7(110)](https://www.capterra.com/p/176435/Hevo/reviews/) [View Profile](https://www.capterra.com/p/176435/Hevo/) [View Profile](https://www.capterra.com/p/176435/Hevo/) Hevo is a no-code, bi-directional data pipeline platform specially built for modern ETL, ELT, and Reverse ETL needs. [Learn more about Hevo](https://www.capterra.com/p/176435/Hevo/) Pricing info Free TrialFree Version 5-4 (107)3 (3)2-1 (0) Free TrialFree Version ### [Alteryx Designer](https://www.capterra.com/p/145696/Alteryx-Designer/) [4.8(102)](https://www.capterra.com/p/145696/Alteryx-Designer/reviews/) [View Profile](https://www.capterra.com/p/145696/Alteryx-Designer/) [View Profile](https://www.capterra.com/p/145696/Alteryx-Designer/) Easily cleanse, prepare, and blend data of any size from on-prem databases or the cloud, all without writing a single line of code. [Learn more about Alteryx Designer](https://www.capterra.com/p/145696/Alteryx-Designer/) Pricing info Free TrialFree Version 5-4 (101)3 (1)2-1 (0) Free TrialFree Version ### [Hermix](https://www.capterra.com/p/10009064/Hermix/) [4.7(99)](https://www.capterra.com/p/10009064/Hermix/reviews/) [View Profile](https://www.capterra.com/p/10009064/Hermix/) [View Profile](https://www.capterra.com/p/10009064/Hermix/) Hermix helps companies win public contracts through AI-driven tender monitoring, analysis, and real-time market intelligence. [Learn more about Hermix](https://www.capterra.com/p/10009064/Hermix/) Pricing info Free TrialFree Version 5-4 (97)3 (2)2-1 (0) Free TrialFree Version Page 1 of 6 ## 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. 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 Access Controls/Permissions AI Copilot Collaboration Tools Data Blending Data Connectors Data Security Data Visualization Data Warehousing Forecasting Generative AI High Volume Processing Predictive Analytics Statistical Analysis Third-Party Integrations Trend 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: [Business Intelligence Software](https://www.capterra.com/business-intelligence-software/)[Dashboard Software](https://www.capterra.com/dashboard-software/)[Data Visualization Software](https://www.capterra.com/data-visualization-software/)