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Predictive Analytics Software with Ad hoc Query (2026)

Last updated: April 2026

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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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Microsoft Power BI logo
Category Leaders

BI visualization and reporting for desktop, web or mobile

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Microsoft Power BI converts data into rich interactive visualizations, utilizing business analytics tools to share dashboard-based insights across all devices

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Sisense logo

BI & dashboard software for multiple, large data sets

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Sisense's dashboards, visualizations and BI reports make sense of large data sets from multiple sources. You can run queries and get answers in seconds.

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Zoho Analytics logo

Agentic Al-powered self-service Bl and analytics platform

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A robust solution that supports advanced analytical models for forecasting, trend analysis, anomaly detection, clustering, and more

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Looker logo

BI platform for data exploration & analytics

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Looker is an enterprise platform for business intelligence, data applications, and embedded analytics, enabling real-time exploration and sharing of insights. It features a universal semantic modeling layer for unified, governed data, conversational analytics with Gemini for natural language queries, and capabilities for embedding interactive dashboards into applications. Looker integrates with Google Cloud and BigQuery, offering an API-first architecture for custom data experiences.

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Alteryx Designer logo

The AI Platform for Enterprise Analytics

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Alteryx enables the preparation, blending and analysis of data using repeatable workflows, facilitating a faster reporting of analytics for deeper BI insights

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SAP Analytics Cloud logo
Category Leaders

Web-based financial planning, BI analytics and collaboration

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SAP Analytics Cloud is a SaaS solution for blending BI data from multiple sources, accessing visualizations, viewing reports and sharing insights socially

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Dreamdata logo

AI-Driven Activation & Attribution for B2B Marketing

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Dreamdata is a B2B Activation & Attribution Platform built for empowering marketers.

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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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JMP logo

Statistical tools for data analysis and discovery

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JMP is statistical software designed for data exploration and analysis, primarily serving scientists and engineers. The platform includes tools for data preparation, statistical analysis, graphing, and visualization within a single interface. JMP offers capabilities for importing data from multiple sources, automating repeat analyses without coding requirements, and sharing analytical discoveries across organizations.

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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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SAS Visual Analytics logo

SAS gives you THE POWER TO KNOW®.

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Easy-to-use predictive analytics in SAS Visual Analytics enables anyone to assess possible outcomes and make smarter, data-driven decisions – no programming required. Smart algorithms reduce the need for manual experimentation and you can work collaboratively to focus on what’s most relevant.

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Rayven logo

Turn messy, siloed data into automations + operational apps.

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Rayven delivers operational systems for industrial businesses, turning messy data into automation and made-to-fit operational applications.

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Google Cloud BigQuery logo

Serverless and Multi-cloud Data Warehouse

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BigQuery is a serverless and multi-cloud data warehouse designed to help users turn big data into valuable business insights. Users can query structured data without the need to store it or load it into their own systems first.

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OpsVeda logo

Operations Management System

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OpsVeda enables organizations to make smarter, faster business decisions and achieve unprecedented operational efficiency.

It transforms every customer’s operations with Data and AI powered automation.

Users foresee challenges and opportunities in their their execution and create maximum impact.

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KNIME Analytics Platform logo

Make sense of data, together

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KNIME enables users to analyze, upskill, and scale data science without the need for coding. It's a complete platform that lets users blend, transform, model and visualize data, deploy and monitor analytical models, and share insights organization-wide with data apps and services.

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Adverity logo

The integrated data platform for teams that run on data.

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Adverity is an integrated data platform that enables companies to reduce complexity and make better decisions with advanced Predictive Analytics features.

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ManageEngine Analytics Plus logo

Business intelligence and IT analytics solution

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Analytics Plus is the web-based analytics, reporting and data visualization solution for IT. It lets users monitor performance, generate interactive dashboards and visualizations.

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Optelos logo

Delivering geovisual intelligence

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Optelos is a visual data management and AI analytics platform that transforms geovisual data into actionable insights. Utilizing Digital Twins and our patented technology, Optelos geolocates and correlates all asset inspection data into a unified database ready for analysis and AI implementation.

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GoodData logo

The AI-fueled data analytics platform

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GoodData is the leading cloud-based data and analytics platform, bringing AI-fueled data-driven decision-making to organizations across the globe. With a platform that leverages the potential of automation and AI, GoodData empowers its customers to make data analytics available to every single user.

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DigDash logo

Cloud-based and on-premise business intelligence solution.

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DigDash is a cloud-based and on-premise business intelligence tool that gives businesses an easy way to analyze the data they collect. It offers users an adapted and structured vision of company data according to the needs of each user. The centralized dashboard helps members manage their business more efficiently by providing data preparation, database management, and analysis capabilities.

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Intellicus logo

Business intelligence & analytics platform for enterprise

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Intellicus is a business intelligence and analytics platform with features like built-in ETL, data science integration, self serve reporting, personalized dashboards, predictive analytics, real time analytics and more.

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Lumenore logo

Self-Service Business Intelligence with no-code analytics

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Lumernore Analytics is a business Intelligence software with no-code analytics. The platform helps users get actionable intelligence that is connected to their data - from all types of sources.

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Apteco Orbit logo

Platform to turn data into actionable customer insights

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Apteco Orbit is an actionable marketing insights platform that helps businesses connect and manage their marketing and other data. This software enables you to access all your connected data sources from a single view powered by FastStats Designer. Users can then integrate and connect data with preferred channels. It also provides analytics capabilities to explore data and create dashboards to share insights across organizations.

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Apteco FastStats logo

Data analysis platform

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Apteco FastStats is data analysis software that enables users to organize and understand their customer data to deliver high performing marketing campaigns. It allows users to explore their data in greater detail than ever before through analysis and visualization tools. FastStats also provides the ability to create customer segments directly from charts and visualizations to improve engagement.

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