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Data Analysis Software with Ad hoc Query (2026)

Last updated: April 2026

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164 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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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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IBM SPSS Statistics logo

Business intelligence and statistical analysis software

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IBM SPSS Statistics is a business intelligence software that helps businesses of all sizes conduct statistical analysis utilizing big data, machine learning algorithms, open-source extensibility, and other methodologies from within a unified platform.

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Sisense logo
Category Leaders

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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Grow logo

Make data-driven decisions.

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Grow is software that makes it simple for companies to connect their data and surface insights so everyone can make data-driven decisions.

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OriginPro logo

Cloud-based data analysis and graphing software

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OriginPro is a cloud-based data analysis and graphing software that provides a complete set of data exploration, peak fitting, and surface fitting analysis tools for businesses across multiple sectors, including academic institutions, government organizations, and non-profits.

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Zoho Analytics logo
Category Leaders

Agentic Al-powered self-service Bl and analytics platform

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Robust data analytics platform that empowers organizations with decision-making at all levels of business

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Klips logo
Category Leaders

Custom dashboards for you and your team.

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Klipfolio Klips is a powerful dashboard and analysis platform for small and mid-sized businesses monitoring, analyzing, and reporting on their business performance. It consolidates, transforms, and visualizes data in real-time, enabling smarter decisions and customized, actionable insights.

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Logi Symphony logo

Analytics that work everywhere - including where your data a

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Transform your software with Logi Symphony's embedded analytics - the only platform delivering full AI capabilities on-premises.

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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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Domo logo

The AI and Data Products Platform

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Domo is a comprehensive AI and data platform that connects and prepares data from any source, enabling users to transform it into insights. It helps users automate workflows, predict trends, and provide answers directly from the source for data-driven decisions.

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ATLAS.ti logo
Category Leaders

Qualitative data analysis for text, graphical, audio & video

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ATLAS.ti is a qualitative data analysis platform, which allows businesses to analyze content including text, graphics, audio, and video for quality. The platform can be deployed in the cloud or on-premise using Windows, Mac, Android, or iOS devices.

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ClicData logo

The Modern Data Platform made for data people.

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ClicData is a modern data platform to build your data stack or enhance your existing one with powerful, integrated tools.

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Trella Health Marketscape logo

Data analytics solution for healthcare facilities

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Trella’s Marketscape turns healthcare data into clear insights, helping teams track trends, benchmark, and drive growth confidently.

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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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Mode logo

Cloud-based BI tool for data analysis and visualization

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Mode is a cloud-based software that helps enterprises leverage business intelligence (BI) tools to extract data from multiple sources and process & analyze it for reporting purposes. Managers can use the dashboard to apply custom formulas across query results & configure user access permissions.

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Holistics logo

Business intelligence software for data analysts

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Holistics is a data analysis software designed to help businesses in the real estate, eCommerce, advertising, and other sectors connect multiple SQL databases and share insights with stakeholders. Managers can define metrics in a semantic layer to automatically generate and update reports.

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Informer logo

Business analytics system for education & insurance sectors

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Informer is a business analytics software designed to help organizations in the education, manufacturing, insurance, and other sectors extract structured or unstructured data from multiple sources including business applications, databases, spreadsheets, and more.

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Bob Finance logo

Strategic financial planning platform for decision making

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Bob Finance is a strategic finance platform that powers planning, real-time reporting, analysis, and decision-making for startups. Consolidating data from ERP, CRM, HRIS, and billing systems, the platform provides a single source of truth across the business.

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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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Toucan logo

AI embedded analytics for ISVs. Ship in days, not quarters.

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Toucan is an AI-powered embedded analytics platform for ISVs and SaaS companies. Embed customer-facing dashboards into your product in days, not quarters. Multi-tenant, white-label, no-code. Conversational AI analytics included.

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DAT iQ logo

Don't Guess. Know.

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DAT iQ is a cloud-based data analysis solution for freight brokers and shippers. It offers features such as RFP request evaluations, budgets, pricing trends and more.

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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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