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Big Data Software with Benchmarking (2026)

Last updated: April 2026

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32 software options

Tableau logo
Category Leaders

Visual analytics platform for data exploration

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Tableau is a business intelligence and analytics platform that enables users to connect to databases, create data visualizations, and share insights. The platform offers deployment options including cloud-based, self-hosted, and desktop environments with drag-and-drop functionality for building interactive dashboards. It features AI-based analytics capabilities, integration with Salesforce CRM, and supports visual storytelling and collaboration across organizations.

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Sisense logo

BI & dashboard software for multiple, large data sets

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Sisense data & analytics platform makes it incredibly easy to mashup data from across your entire data landscape and transform it into powerful, actionable analytics applications that can be embedded anywhere. From startups to brands like GE, Nasdaq, & Philips, thousands of organizations use Sisense

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Looker logo

BI platform for data exploration & analytics

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Looker is data analytics platform that makes it easy for everyone to find, explore and understand your business data.

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Qlik Sense logo
Category Leaders

End-to-end data analytics platform

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Qlik Sense is a business intelligence (BI) and visual analytics platform that supports a range of analytic use cases. It supports a full range of users and use-cases across the life-cycle from data to insight.

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Prisync logo

Competitor Price Tracking and Dynamic Pricing Software

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Historical Logs For Past Pricing Performance

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Phocas logo

Business intelligence, financial reporting & sales analytics

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Phocas provides big data analytics to uncover trends, patterns, correlations or other useful insights that lead to tangible results.

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Hermix logo

Win public contracts with AI

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Hermix helps companies win public contracts, with tender monitoring, analysis, and market intelligence based on AI

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Cyfe logo

All-in-one business dashboard

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Monitor and visualize your business on one easy to use, real-time dashboard. Social media, analytics, marketing, sales, support – all of your data together.

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IBM Cognos Analytics logo

Business intelligence suite

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IBM Cognos is a suite of business intelligence and performance management software, that includes dashboards, reports, forecasting, visualization & automation.

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Cluvio logo

Modern cloud analytics platform for startups and SMEs

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Cluvio is a modern SQL and R-based cloud analytics platform that allows you to create and share beautiful, interactive dashboards.

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CRM Analytics logo

Cloud-based and on-premise data analysis solution.

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CRM Analytics is a cloud-based and on-premise data analysis platform, which helps small to large businesses in finance, healthcare, life sciences, communications, manufacturing, consumer goods, and other sectors extract, visualize, connect, share, and clean data. Features include machine learning (ML), natural language processing (NLP), artificial intelligence (AI), forecasting, predictive modeling, and drag-and-drop data visualization.

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Sigma Computing logo

Collaborative business intelligence and data analytics tool

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Sigma is an award-winning modern business intelligence (BI) and analytics platform purpose-built for the cloud. It features a familiar spreadsheet-like interface which delivers the full power of SQL into the hands of any user while keeping data fresh and secure within cloud data warehouses.

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Spotfire logo

Visual data science to make smart people smarter

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Spotfire is a visual data science solution, combining advanced analytics with industry-specific visualizations.

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MicroStrategy Analytics logo

Intelligence Everywhere

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MicroStrategy ONE integrates the power of generative AI with the precision of BI and Analytics.

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Pentaho logo

Data integration & business analytics platform

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Pentaho couples data integration with business analytics in a modern platform that brings together IT & business users to access, visualize & explore their data

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Anodot logo

We monitor your business

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Spot Revenue-Critical Incidents in Real-time

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Numerik logo

Data-driven sales mastery at your fingertips

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Numerik harnesses big data to provide sales teams with deep, actionable insights. Our platform processes vast datasets, turning them into valuable intelligence for strategic decision-making.

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Decile logo

Business intelligence software for analyzing customer data

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Decile is a cloud-based software designed to help businesses build customer data. The platform enables organizations to generate, analyze, and act on valuable customer shopping behavior, purchase trends, psychographics, and other data. Marketing teams can target profitable demographic groups to maximize the ROI across various marketing efforts via a unified portal.

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Unit4 Financial Planning & Analysis logo

Business intelligence and corporate performance management

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Unit4 Financial Planning & Analysis (FP&A) - formerly Unit 4 Prevero - provides integrated business reporting and financial planning effective for all areas of business management within various market segments

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Opinum Data Hub logo

Data analytics software for energy and environment industry

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Opinum Data Hub is a data analytics platform that is designed for businesses in various industry sectors, including gas utilities, water suppliers, power grids, and energy and environmental service organizations. It enables data scientists to transform, analyze, visualize, and share data models.

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Centralpoint logo

Digital experience platform & content management solution

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Centralpoint by Oxcyon is a digital experience platform & content management solution for enterprises. The cloud-based tool allows users to control knowledge, data, documents, forms, emails, learning, compliance, & more whilst also providing features for managing employees, clients & partners.

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Keatext logo

Your most impactful improvements start here.

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Keatext is a text analytics solution that delivers AI-based recommendations and ready-to-share reports leveraging GPT to improve customer experience.

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CoolPlanet logo

Business intelligence software designed for factories

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Clarity is business intelligence software designed specifically for factories. Clarity can help everyone from operators to plant managers, maintenance managers to CEOs understand their data and plant better.

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DataHero logo

Visualize data from spreadsheets & cloud services

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DataHero is a cloud-based data visualization solution which allows users to create custom dashboards and charts with data from cloud services & spreadsheets

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Qrvey logo

Embedded Analytics for SaaS Companies

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Qrvey is the embedded analytics platform designed specifically for SaaS companies.

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