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Predictive Analytics Software with Benchmarking (2026)

Last updated: April 2026

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52 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'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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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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Workday Adaptive Planning logo

Enterprise planning software for agile budgeting & reporting

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Workday Adaptive Planning is the only solution that empowers finance to configure sophisticated, driver-based models, analyze unlimited scenarios, and use AI and machine learning to create predictive forecasts and gain enhanced insights. Partner with us today to drive fast, confident decisions.

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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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Lebesgue logo

AI Intelligence & First-Party Data for E-commerce Growth.

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Lebesgue is an AI marketing analytics platform for e-commerce (Shopify/Woo). Unifies store, ads, competitor & 1st party data. Features AI insights, ad audits, LTV analysis, competitor tracking, creative AI & Le-Pixel (accurate first-party data tracking). Get clear reports & growth recommendations.

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InsightSquared logo

Sales Performance Analytics for High Growth Companies

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InsightSquared’s sales intelligence solution is the “operating system” for high-growth sales teams. It empowers sales operations leaders to help their executives produce reliable forecasts, understand pipeline trends, and maximize rep impact.

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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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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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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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Fathom logo

Business intelligence and financial reporting solution

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Fathom simplifies financial analytics by transforming accounting data into clear insights. Users can track KPIs, analyse profitability, forecast cash flow, and create custom reports. With visual dashboards and scenario modelling, Fathom helps businesses and advisors make informed financial decisions

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Infor OS logo

Modern business intelligence and analytics platform.

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Infor OS is a BI product that promises to enable a single view of data and eliminate data silos. Additionally, decentralized teams and individual users can augment this shared analytic fabric with their own local data, without compromising data governance. This consistency comes from a unified semantic layer, which maintains common definitions and key metrics, no matter where users sit. The platform can be deployed to a fully managed cloud or client managed cloud/on-premises.

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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's predictive analytics transform sales data into foresight. Anticipate market trends, customer behaviors, and sales outcomes, allowing for proactive strategy adjustments and enhanced performance.

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PitchBook logo

The Pulse of Private Capital Markets

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PitchBook Desktop is a comprehensive business intelligence solution that can help businesses discover the right data. PitchBook utilizes advanced search capabilities to filter through millions of data points & generate lists of the companies, investors, or individuals for new business opportunities.

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Viaje.ai logo

Pricing optimization software

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Viaje.ai is an AI-powered automated price optimization tool for the travel industry. It provides users with automated pricing models, real-time market insights, comprehensive strategies, predictive tracker, and integrated technology.

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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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Lityx logo

Machine learning platform

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The Lityx platform, LityxIQ, delivers simplified AI for organizations of any size, offering true decision intelligence at all points of an enterprise in a no-code environment. LityxIQ combines automated machine learning with mathematical optimization in a single platform to automate decision-making.

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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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Fincome logo

Centralize performance indicators from MRR to cash.

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Fincome is a subscription analytics platform that allows users to monitor the growth of SaaS in real-time. It helps users automatically calculate performance indicators in real-time, monitor activity, and make informed decisions at the right time.

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Ocean.io logo

Find and prioritize the right accounts in minutes.

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Ocean.io is an Account-Based data provider using AI to help sales and marketing teams focus their time, money and efforts on finding the right accounts.

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Minderest logo

Price monitoring experts

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Minderest is a web-based pricing optimization solution that allows retailers to scan marketplaces such as Amazon, Ebay, and Google Shopping to compare pricing itemization. The system comes with competitor pricing reports, data exportation, pricing algorithms, data storage, and ERP integrations.

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