---
description: Discover and compare Big Data Software Applications & Tools for Mac. Capterra is a free interactive tool that lets you quickly narrow down your software selection, contact multiple vendors, and compare platforms for your business.
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title: Big Data Software for Mac - Price comparison & Reviews - Capterra Canada 2026
---

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# Big Data Software

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> Big Data software helps businesses and organizations analyze huge amounts of disparate data to uncover business intelligence, insights, and analytics.

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## Products

1. [SAS Viya](https://www.capterra.ca/software/1043140/sas-viya) — 4.4/5 (12 reviews) — SAS Viya is a cloud-native AI and analytics platform that integrates data, builds models, and manages cloud infrastructure.
2. [Tableau](https://www.capterra.ca/software/77260/tableau) — 4.6/5 (2362 reviews) — Cloud-based and on-premises analytics platform for data visualization, preparation, KPI monitoring, and AI-assisted insights via.
3. [MATLAB](https://www.capterra.ca/software/125813/matlab) — 4.6/5 (2097 reviews) — MATLAB is a programming software for engineers and scientists to analyze data, develop algorithms, and create models.
4. [IBM SPSS Statistics](https://www.capterra.ca/software/13990/ibm-spss-statistics) — 4.5/5 (645 reviews) — Software is used by a variety of customers to solve industry-specific business issues to drive quality decision-making.
5. [MongoDB](https://www.capterra.ca/software/127374/mongodb) — 4.7/5 (473 reviews) — AI demands adaptability. MongoDB offers flexible, scalable, AI-ready data solutions, eliminating friction and accelerating innovation.
6. [Datadog](https://www.capterra.ca/software/135453/datadog-cloud-monitoring) — 4.6/5 (369 reviews) — Cloud-based observability platform unifying infrastructure monitoring, APM, log management, user experience monitoring, and cloud.
7. [Looker](https://www.capterra.ca/software/169053/looker) — 4.5/5 (286 reviews) — Looker is a cloud-based and AI-enabled BI platform enabling organizations to explore data, create analytics apps, and share insights.
8. [Splunk Enterprise](https://www.capterra.ca/software/94317/splunk) — 4.6/5 (267 reviews) — Search, analyze, and visualize data from your entire data ecosystem. Monitor, alert, and report on your operations to drive resilience.
9. [Qlik Sense](https://www.capterra.ca/software/145530/qlik-sense) — 4.5/5 (262 reviews) — Qlik Sense is a business intelligence (BI) and visual analytics platform that helps global enterprises move faster and work smarter.
10. [Wolfram Mathematica](https://www.capterra.ca/software/171048/wolfram-mathematica) — 4.6/5 (169 reviews) — Technical computing system that provides tools for image processing, geometry, visualization, machine learning, data mining, and more.
11. [Phocas](https://www.capterra.ca/software/141678/phocas-software) — 4.7/5 (136 reviews) — Phocas provides big data analytics to uncover trends, patterns, correlations or other useful insights that lead to tangible results.
12. [Cleo Integration Cloud](https://www.capterra.ca/software/123016/cleo) — 4.6/5 (95 reviews) — The Cleo Integration Cloud enables the movement \& integration of Big Data across business systems, data hubs, \& analytics applications.
13. [Anaconda](https://www.capterra.ca/software/191760/anaconda) — 4.6/5 (87 reviews) — Secure, orchestrate, and accelerate data and AI at scale on the trusted foundation for AI-native development.
14. [EngineRoom](https://www.capterra.ca/software/1053528/engineroom) — 4.7/5 (87 reviews) — EngineRoom is a comprehensive statistical analysis and data visualization tool suite that power process improvement initiatives.
15. [Dynatrace](https://www.capterra.ca/software/81932/dynatrace) — 4.6/5 (86 reviews) — Dynatrace provides software intelligence to simplify cloud complexity and accelerate digital transformation.
16. [Grepsr](https://www.capterra.ca/software/176555/grepsr) — 4.8/5 (85 reviews) — Grepsr is a powerful data extraction tool for big data. Extract data from websites, social media, and online directories.
17. [Cluvio](https://www.capterra.ca/software/162332/cluvio) — 4.5/5 (76 reviews) — Cluvio is a modern powerful SQL and R-based cloud BI platform that allows creating and sharing beautiful interactive dashboards.
18. [Elastic Stack](https://www.capterra.ca/software/149304/elasticsearch) — 4.6/5 (70 reviews) — Web-based solution that assists with data visualization through live presentations, KPIs, heatmaps, waffle charts and more.
19. [MicroStrategy Analytics](https://www.capterra.ca/software/120/microstrategy-analytics) — 4.3/5 (62 reviews) — MicroStrategy ONE is a comprehensive intelligence platform that integrates the power of generative AI with the precision of BI.
20. [Spotfire](https://www.capterra.ca/software/81277/tibco-spotfire) — 4.4/5 (60 reviews) — Spotfire gives experts the ability to ask and answer questions of their data at the speed of thought.
21. [Zyte](https://www.capterra.ca/software/180165/zyte) — 4.4/5 (43 reviews) — Zyte makes web data extraction easy with API \& Data Services for clean, reliable data at scale
22. [SingleStore](https://www.capterra.ca/software/143032/memsql) — 4.5/5 (39 reviews) — SingleStoreDB combines transactional, analytical, \& vector data workloads in a real-time, unified, distributed SQL database.
23. [Forestpin Analytics](https://www.capterra.ca/software/167492/forestpin-analytics) — 4.8/5 (39 reviews) — A data analysis platform for finding irregularities, correlations, and duplications with an easy dashboard view.
24. [Tugger](https://www.capterra.ca/software/1030146/tugger) — 4.8/5 (31 reviews) — Tugger connects your business systems to AI tools and Power BI. Ask your data anything in plain English, or build dashboards. No code.
25. [Logz.io](https://www.capterra.ca/software/153685/logz-io) — 4.6/5 (30 reviews) — Logz.io is the leading open source-based cloud observability platform.

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## Related Categories

- [Data Extraction Software](https://www.capterra.ca/directory/30619/data-extraction/software)
- [Reporting Software](https://www.capterra.ca/directory/30053/reporting/software)
- [Data Analysis Software](https://www.capterra.ca/directory/31077/data-analysis/software)
- [Business Intelligence Software](https://www.capterra.ca/directory/23/business-intelligence/software)
- [Data Visualization Software](https://www.capterra.ca/directory/30696/data-visualization/software)

## Links

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A cloud-native, open architecture platform, it is built on a scalable, future-fit semantic layer designed to inject AI-powered Intelligence Everywhere™.  \n\nMicroStrategy ONE empowers companies worldwide to seamlessly deliver modern data analytics solutions to tens of thousands both within and outside their organizations.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/717671be-b71a-4249-9559-005952ef4266.png","url":"https://www.capterra.ca/software/120/microstrategy-analytics","@type":"ListItem"},{"name":"Spotfire","position":20,"description":"Spotfire is a visual data science platform that enables decision makers across the enterprise to explore and visualize new discoveries in data through advanced analytics and industry-specific visualizations. Spotfire delivers capabilities at scale with predictive analytics, embedded data science, geolocation analytics, and real-time streaming analytics. \n\nSpotfire makes smart people smarter, solving complex business problems and scaling to grow alongside enterprise needs.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/104488b6-4600-43c8-84de-314d744a0b6e.jpeg","url":"https://www.capterra.ca/software/81277/tibco-spotfire","@type":"ListItem"},{"name":"Zyte","position":21,"description":"Zyte provides tools and services for collecting public web data. Zyte API manages bans, proxy rotation, and browser rendering to support large-scale extraction with minimal configuration. Teams can program requests or use Data Services to receive validated, structured outputs aligned to defined schemas and delivery schedules. 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It has hundreds of customers including 100+ Fortune 500, Forbes Global 2000, and Inc.5000 brands.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/3c4ebe49-e7f6-4ed1-88c9-c0abd7aa136c.png","url":"https://www.capterra.ca/software/143032/memsql","@type":"ListItem"},{"name":"Forestpin Analytics","position":23,"description":"A data analysis platform for finding irregularities, correlations, and duplications with an easy dashboard view.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/e31a1f20-b381-476f-b271-1908ee572b33.png","url":"https://www.capterra.ca/software/167492/forestpin-analytics","@type":"ListItem"},{"name":"Tugger","position":24,"description":"Tugger is the AI-powered data platform that gets your business data working for you.\nConnect Simpro, Xero, HubSpot, QuickBooks, and more to a secure managed data warehouse automatically. No coding. No API wrangling. No setup headaches.\n\nThen choose how you get answers.\n\nAsk your data anything. Connect to Claude, ChatGPT, or Gemini via our built-in MCP server and ask questions in plain English. Job profitability, quote conversion, overdue invoices - real answers in seconds. No SQL. No waiting for a report.\n\nOr build dashboards. Pre-built Power BI and Tableau templates for the most popular connectors so you hit the ground running.\n\nSimple to set up. Easy to use. ISO 27001 aligned.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/c2fe274e-d07d-4363-a63a-d298fa474914.png","url":"https://www.capterra.ca/software/1030146/tugger","@type":"ListItem"},{"name":"Logz.io","position":25,"description":"Logz.io is the leading cloud observability platform that enables engineers to use the best open source tools in the market without the complexity of operating, managing, and scaling them. Logz.io offers three products: Log Management built on ELK, Infrastructure Monitoring based on Grafana, and an ELK-based Cloud SIEM. 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