Best Predictive Analytics Software

Predictive analytics software mines and analyzes historical data patterns to predict future outcomes by extracting information from data sets to determine patterns and trends. Using a range of statistical analysis and algorithms, analysts use predictive analytics products to build decision models, which business managers can use to plan for the best possible outcome. Analysts, business users, data scientists, and developers all utilize predictive analytics software to better understand customers, products, and partners, and to identify potential risks and opportunities for a company. Predictive analytics programs enable organizations to use big data (both stored and real-time) to move from a historical view to a forward-looking perspective of the customer. These tools can be deployed both on-premises (usually for enterprise users) and in the cloud. While the majority of predictive analytics software is proprietary, versions that are based on open-source technology do exist. Recent trends in predictive analytics software show its integration with BI platforms, ERP suites, or other digital analytics software.

To qualify for inclusion in the Predictive Analytics category, a product must:

  • Mine and analyze both or either structured or unstructured data
  • Create datasets and/or data visualizations from compiled data
  • Create predictive models to forecast future probabilities
  • Adapt to change and revisions
  • Allow import and export from office suites or other data-collecting channels
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    Predictive Analytics reviews by real, verified users. Find unbiased ratings on user satisfaction, features, and price based on the most reviews available anywhere.

    IBM SPSS Statistics software is used by a variety of customers to solve industry specific business issues to drive quality decision-making.  Advanced statistical procedures and visualization can provide a robust, user friendly and an integrated platform to understand your data and solve complex business and research problems •Addresses all facets of the analytical process from data preparation and management to analysis and reporting •Provides tailored functionality and customizable interfaces for different skill levels and functional responsibilities •Delivers high-resolution graphs and presentation-ready reports to easily communicate results Organizations of all types have relied on proven IBM SPSS Statistics technology to increase revenue, outmaneuver competitors, conduct research, and data driven decision-making


    RapidMiner brings artificial intelligence to the enterprise through an open and extensible data science platform. Built for analytics teams, RapidMiner unifies the entire data science lifecycle from data prep to machine learning to predictive model deployment.


    The IBM SPSS Modeler is a leading, visual data science and machine learning solution. It helps enterprises accelerate time to value and desired outcome by speeding the operational tasks for data scientists. Leading organizations worldwide rely on IBM for data discovery, predictive analytics, model management and deployment, and machine learning to monetize data assets. The IBM SPSS Modeler empowers organizations to tap data assets and modern applications with complete, out-of-box algorithms and models, suited for hybrid, multi-cloud environments with robust governance and security posture. • Take advantage of open source based innovation including R or Python • Empower data scientists of all skills – programmatic and visual • Exploit multi-cloud approach - on-prem, public or private clouds • Start small and scale to enterprise-wide, governed approach


    SAS Advanced Analytics software is infused with cutting-edge, innovative algorithms that can help you solve even your most intractable problems. Make the best decisions possible. And unearth opportunities you would otherwise miss.


    Q is data analysis and reporting software primarily for market researchers. It performs all aspects of the analysis and reporting, from data cleaning and coding through to creating tables and advanced analyses, exporting to Office and creating online reports.


    Reimagine your business processes for the digital economy by using predictive insights to optimize your resources and improve margins across your entire enterprise. Uncover trends and patterns from Big Data, the Internet of Things, and your existing data sources with SAP’s powerful predictive analytics software.


    Statistica helps you innovate and solve complex problems faster, empower more people, and infuse algorithms everywhere to ensure insights quickly turn into optimal outcomes.


    FICO has developed new techniques and applied them to a wide range of business problems. Whether you are a business manager or an analytic scientist, this section will help you advance your knowledge of predictive analytics.


    BOARD is the #1 decision-making platform. Founded in 1994 and Headquartered in Chiasso, Switzerland, and Boston, MA, BOARD International has enabled more than 3000 companies worldwide to effectively deploy Business Intelligence, Corporate Performance Management and Predictive Analytics applications on a single platform. The BOARD platform allows companies to achieve a single, accurate and complete view of business information and a full control of performance across the entire organization. Thanks BOARD, global enterprises, such as H&M, KPMG, DHL, Mitsubishi, NEC, Puma, Siemens, Toyota, have deployed end-to end decision-making applications in a fraction of the time and cost associated with traditional solutions.


    KNIME® is an open source data analytics, reporting and integration platform.


    PrediCX is a predictive analytics engine designed to take all heterogeneous data and process it dynamically to make recommendations to operators in terms of 'next best action' based ultimately on optimising the customer experience (CX).


    Amazon Machine Learning is a service that makes it easy for developers of all skill levels to use machine learning technology. It provides visualization tools and wizards that guide you through the process of creating machine learning models without having to learn complex ML algorithms and technology.


    SAP Analytics Cloud is a powerful data visualization tool that helps businesses of all sizes do more with data. By transforming static spreadsheets into actionable insights, you can make better fact-based decisions, uncover hidden trends and improve your business performance quickly. SAP Analytics Cloud combines all analytics capabilities -- including business intelligence, planning and predictive analytics -- in a single cloud-based solution.


    Dash is a Python framework for building analytical web applications. No JavaScript required.

    Dash Reviews

    DataScience.com provides an enterprise data science platform that combines the tools, libraries, and languages data scientists love with the infrastructure and workflows their organizations need. The DataScience.com Platform maximizes the way data scientists like to work, so they can solve the right problems, create better analyses, amplify their results, and put more work into production — all from one place.



    Achieve offers industry-trusted consulting to drive growth, reduce risk and get the most out of financial operations.



    The technology that enables the SelfDriving Enterprise: a cognitive operating system that connects you with your business and autonomously orchestrates your operations.


    Alteryx, Inc. is a leader in self-service data analytics. Alteryx Analytics provides analysts with the unique ability to easily prep, blend, and analyze all of their data using a repeatable workflow, then deploy and share analytics at scale for deeper insights in hours, not weeks. Analysts love the Alteryx Analytics platform because they can connect to and cleanse data from data warehouses, cloud applications, spreadsheets, and other sources, easily join this data together, then perform analytics – predictive, statistical, and spatial – using the same intuitive user interface, without writing any code. Thousands of companies and data analysts worldwide rely on Alteryx daily.


    Angoss InsightOPTIMIZER can be applied to a variety of scenarios based on model predictions. It tests these options by considering known and potential constraints and observing the effects on defined business metrics (examples: ROI, payback, margin gained).


    Angoss KnowledgeSEEKER's fundamental data mining and predictive analytics capabilities such as data preparation, profiling, visualization, Decision Tree analysis, strategy design and deployment, will take you through an analytics journey that will answer questions such as 'What is likely to happen' and 'What should I do?'


    Angoss KnowledgeSTUDIO is an industry-first application that brings a new age of integrated customer intelligence by combining visual text discovery and sentiment analysis with the power of predictive analytics


    Arimo is an artificial intelligence software. Arimo's machine learning algorithms, powerful big-compute platform, and data management deliver predictive apps for business users, data scientists and IT.


    Agile analytics and reporting tool, which enables business users to make informed decisions from real-time business data


    Boku Optimise is a merchant solution that helps operators drive higher revenue and lower risk across their merchant partnerships. It features comparative merchant analyses and detailed drill-downs into specific merchants.


    Compellon revolutionizes the speed and ease of using data to get to the heart of what matters and which actions will best achieve business outcomes.


    Oracle Crystal Ball is the leading spreadsheet-based application for predictive modeling, forecasting, simulation, and optimization.


    Dataiku develops the unique data science software platform that enables companies to build and deliver their own data products more efficiently. Thanks to a collaborative and team-based user interface for data scientists and beginner analysts, to a unified framework for both development and deployment of data projects, and to immediate access to all the features and tools required to design data products from scratch, customers such as GE, AXA, L’Oreal, NPR, Kuka, Webbmason, Hostel World, and many more easily apply machine learning and data science techniques to all types, sizes, and formats of raw data to build and deploy predictive data flows.


    We are the next generation cloud optimization service that perfectly and automatically matches the optimal cloud resources to your applications.


    DMWay is an analytic tool that empowers organizations to streamline predictive analytics and improve competitive edge.


    Domino is a data science platform designed to help individuals and organizations develop and deploy predictive models more rapidly.


    EmcienPatterns analyzes your dirty data, as-is , ignoring missing values, mismatched formatting, and other imperfections, so you can get your project off-the-ground quickly and easily without a time-consuming data cleanse or scrub.


    The Evolution Platform is a comprehensive data intelligence system fueled by big data and advanced analytics that are rooted in neuroscience. The system runs on an innovative cloud-based technology platform that collects, processes and analyzes millions of data points every day to organize, score and catalog information business executives need to make confident business decisions.


    Fluidly provides intuitive cashflow forecasting and management powered by AI. Fluidly is for modern businesses that want to know exactly what their financial future holds and how to optimise it.


    Futurelytics uses predictive analysis to identify patterns and potential revenue. Purchase history data is used to predict when customers may buy. Customers are rated and sorted based on analytics.


    H2O is a tool that makes it possible for anyone to easily apply machine learning and predictive analytics to solve today's most challenging business problems, it combine the power of highly advanced algorithms, the freedom of open source, and the capacity of truly scalable in-memory processing for big data on one or many nodes.


    Analytics for Supply Chain Planning and Data Discovery. Enterprise scaled, rapidly implemented, data secured. Analyze, decide and plan faster than ever before. Headquartered in San Diego, California, Halo is an analytics software and advisory services provider which offers customers an innovative blend of technology to manage demand forecasts, inventory and supplier relationships. Halo’s Advanced Information Hub is a first-of-its kind solution to help companies leverage all their corporate data to generate new insight for competitive advantage.


    Ideata analytics provides an easy to use big data analytics tool for users to ingest, prepare and analyze data at scale. With out of box connectors to numerous data sources - including Hadoop, Redshift, Apache Spark, databases and flat files - it gives users direct access to their data. It provides a self-service data preparation engine for users to perform data cleaning and enrichment on the fly. Using it's drag and drop interface, users can quickly visualize their data and interactively find hidden insights in it.


    There's a reason Information Builders received a perfect Recommend score in Dresner Advisory Group's 2018 Wisdom of Crowds BI Market Study. It's the same reason Information Builders achieves almost double the average adoption rates for full BI and analytics platforms in the industry. It's called WebFOCUS, the business intelligence and analytics platform where usability meets scalability. WebFOCUS is a business intelligence (BI) and analytics platform that boasts an elegant, fully responsive user interface and intuitive workflow. Unlike many analytics tools, which create silos and cannot scale, the New WebFOCUS empowers everyone inside and outside the organization with unlimited intelligence. * Business users need complete self-service analytics capabilities that help them create, use, and share analytical content * Data scientists and other experts need sophisticated predictive, AI and statistical capabilities that enables them to build models that can be used standalone or in scoring applications * Non-technical users need InfoApps™ for rich, interactive content that doesn't require training or tools – including analytics right inside the documents you send to them * Developers need the tools to create large-scale enterprise analytical applications for users inside and outside the firewall WebFOCUS is uniquely positioned to fulfill all the needs of a modern enterprise, through its ability to combine a broad range of governed BI and analytics with agile insights created by business users, all in one place, securely, at scale, and in the cloud or on premises.


    eBusiness Advisor tracks and monitors your business to provide insight into your business, highlighting what is working well and what isn't. Designed for simplicity but built for performance, eBusiness Advisor puts key information in the hands of those that need it.


    Gain access to valuable insights hidden in your Big Data lakes. Angoss advanced analytics software on Spark framework provides businesses with unprecedented analytics and data processing capabilities that overcome challenges in Big Data access and insight discovery.


    KnowledgeSEEKER's fundamental data mining and predictive analytics capabilities such as data preparation, profiling, visualization, Decision Tree analysis, strategy design and deployment, will take you through an analytics journey that will answer questions such as "What is likely to happen" and "What should I do?"


    KnowledgeSTUDIO provides you with advanced data mining and predictive analytics capabilities for all phases of the model development and deployment cycle.


    Refine customer segmentation for improved business results


    Custom and insurance industry-specific predictive model development and implementation


    Lityx is an analytic solutions and services firm with a proprietary cloud-based predictive modeling and optimization platform. It applies deep expertise in complex analytic solutions with a focus on applications in marketing analytics and customer relationship management.


    NXG Logic Explorer is a Windows machine learning package for data analytics, predictive analytics, unsupervised class discovery, supervised class prediction, and simulation.


    OpenText Magellan is a flexible AI and Analytics platform that combines open source machine learning with advanced analytics, enterprise-grade BI, and capabilities to acquire, merge, manage and analyze Big Data and Big Content stored in your Enterprise Information Management systems. Magellan enables machine-assisted decision making, automation, and business optimization.


    Optimo Analytics makes it easy to optimize your results using data and AI.