Predictive Analytics Software Tools Comparison

SelectHub is real people helping you find the best Predictive Analytics software for your unique business needs while recognizing the true leaders offering Predictive Analytics tools that help make your decisions possible.
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Predictive Analytics

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Tableau

User Sentiment:
86%

Tableau is a data visualization and analytics business intelligence platform that assists users in making data-driven business decisions. It blends information from a wide range of sources to deliver actionable, real-time insights. It allows users of all skill levels to explore their data via intuitive means such as drag-and-drop filtering and natural language queries. Users can create dashboards and stories that effectively convey their business narratives. With ample customization and security options, it offers users control over data visualization.Users can purchase it as part of the Tableau Creator package, which includes the desktop version, Prep and a Creator license of the server or online version.

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RapidMiner

User Sentiment:
n/a

The RapidMiner platform is a cloud-based series of data intelligence offerings, capable of all layers of a big data ecosystem. It can work with structured and unstructured data alike, preparing, blending, analyzing and visualizing it. It utilizes a code-free interface for designing big data workflows and integrations, capable of the complete data science life cycle. It can achieve top-level analytics like machine learning and predictive modeling. Its cloud deployment comes in managed or on-demand options. It has open-source and commercial versions.

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Power BI

User Sentiment:
86%

Microsoft Power BI is an analytics tool that assists in reporting, data mining and data visualization to provide business insights. Through its simple interface, users can connect to a variety of data sources and create their own dashboards and reports.Originally born from Excel as an add-on, it has since grown to stand on its own. At a relatively low cost, it fulfills the needs of users ranging from small business owners to enterprise operators. There are three versions: Desktop, which is available for free to any single user, an upgraded Pro plan offered on a monthly price-per-user SaaS subscription and a capacity-based Premium plan which provides enterprise-level insights with on-premise deployment and a dedicated cloud infrastructure.

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SAS Visual Analytics

User Sentiment:
81%

SAS Visual Analytics offers fast answers to complex questions drawn from datasets of all sizes. It provides guided exploration, interactive dashboards, smart visualizations and self-service analytics to users of all technical skill levels, promoting data literacy and visibility. Its versatile, scalable design helps users make better business decisions based on data transparency. Built on a cohesive in-memory architecture, it promotes intelligent action driven by insight.

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Board

User Sentiment:
87%

BOARD is a robust business intelligence solution that offers users analytical insights, business analytics and enterprise performance management all under the same hood. It helps key players of a company improve the effectiveness of their decision making. Its customizable and interactive dashboards give users the ability to see a high-level overview of their business, as well as drill down into their KPIs to assess business performance goals. It serves mid to large companies across various industries, and its programming-free toolkit empowers users of all skill levels to analyze and plan with a tailored, efficient approach.

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QlikView

User Sentiment:
83%

QlikView is a data discovery and customer insight software tool from Qlik, a leader in the insight and intelligence space. It’s built to offer self-service data that can help drive decisions and generate significant ROI for users of any technical skill level. It offers several features, including its “pre-canned” dashboards — dashboards that are preconfigured for data analysis and interpretation. It has been built from the ground up to be affordable, scalable and adaptable. It can ingest data from diverse sources like big data streams, file-based data, on-premise or cloud data. It is well-known for its data associations and relationship functionality, keeping data in-context automatically. It delivers results quickly, via its patented in-memory data processing feature, allowing data to be processed down to as little as 10% of its original size.

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Spark

User Sentiment:
n/a

Apache Spark is an open source unified analytics software for distributed, rapid processing. It distributes data across clusters in real time to produce market-leading speeds. It is rising in popularity in the space, catching up to its sister-offering, Hadoop, because of its quicker speeds and specific focus on optimizing processing performance and ability to stream data. It supports several coding languages, including Python, R, Scala, SQL and Java. It can function stand-alone, or be integrated into broader workflows easily.

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RStudio

User Sentiment:
90%

RStudio is an integrated development environment suite for the R programming language, synthesizing coding tools into one software tool for easier advanced data processing. Using in-memory processing, it is capable of parsing big data through integrations and connections. It is available in both open-source and commercial formats, with extra features available in the paid edition includes more sophisticated collaboration and security efforts. The free version is capable of end-to-end analytics, from API connectivity and data ingestion to visualization creation and distribution. It can be deployed standalone or on a web browser through connection to RStudio Server.

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Qlik Sense

User Sentiment:
83%

Qlik Sense is a self-service data analytics software tool that enhances human intuition with the power of artificial intelligence to help users make better data-driven business decisions. User-friendly in its approach, it allows users to explore their data and create visually appealing visualizations from their insights with drag-and-drop simplicity. As the next-generation advancement of QlikView, released in 2014, it expands analytical possibilities to support the entire insights life-cycle and helps users modernize their approach to intelligence. It has two editions: Business and Enterprise, offered on a per-user annual subscription basis. Users can choose between a hosted SaaS public cloud or multi-cloud, on-premise or private cloud deployment.

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Dundas BI

User Sentiment:
86%

Dundas BI is a powerful browser-based analytics solution that enables users to generate interactive dashboards, customize their visualizations, build reports and drill down into data. It is flexible and scalable, with a responsive design that lets users integrate data from any kind of source in real time.Accessible from any device, it functions on its own or users can embed it into other kinds of software.

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Cognos Analytics

User Sentiment:
80%

IBM Cognos Analytics is a self-service, web-based analytics platform which empowers users of all skill levels to explore data through reporting, data analytics, KPI monitoring, events and metrics. Reports give users the ability to not just visualize their insights, but also share them with colleagues. It integrates with Watson Analytics, which leverages IBM’s artificial intelligence and natural language processing to make insights more accessible to non-technical users. It has various components which give additional functionality, flexibility and agility when processing large sets of data.

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Looker

User Sentiment:
88%

Looker is a web-based analytics business intelligence product that offers users the ability to explore, discover, visualize and share data insights. Users can view data sources and drill down into data to better understand their business and metrics. Using a simple proprietary modeling language, this system lets users define data relationship while bypassing SQL. It facilitates data literacy and accessibility for users of all technical skill levels as well as data analysts. It was acquired by Google in mid-2019 for $2.9 billion.

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Sisense

User Sentiment:
90%

Sisense is an end-to-end data analytics platform that makes data discovery and intelligence accessible to everyone via an embeddable, scalable architecture. With a back-end powered by in-chip technology, it allows analysts to blend large datasets from a variety of sources into a single cohesive database for the entire company. On the front-end, users of all technical skill levels can craft visualizations, reports and dashboards to explore and share insights that drive businesses forward.Designed for companies of all sizes, it can be deployed on-premises, as a private cloud-hosted SaaS, as a fully managed SaaS or via a hybrid strategy. It is available via annual subscription pricing and offered in three packages: its main offering BI Analytics Teams, its embedded analytics component Product Teams and code-driven cloud analytics through Cloud Data Teams.

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Spotfire

User Sentiment:
87%

TIBCO Spotfire is a complete business intelligence and data discovery platform that can perform various functions, including in-depth analysis and robust visual reporting, all powered by artificial intelligence. It offers data streaming technology, which can support insights with AI, big data integration, integration with the Internet of things (IoT) and more.

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Pentaho

User Sentiment:
75%

Pentaho Business Analytics helps users gain insights to drive decisions and manage their data. Notable features include data visualization, dashboards, data modeling, reporting, role-based security, mobile access and a host of analytics capabilities. It serves customers of any size in all industries and can be delivered in the cloud or as an embedded implementation. It’s built on open-source principles to leverage existing data against future data and has enough to offer users of any skill level.

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Sisense For Cloud Data Teams

User Sentiment:
87%

Formerly known as Periscope Data, Sisense for Cloud Data Teams is a data analytics software tool that integrates seamlessly with the Sisense platform, offering advanced analytics that delivers actionable insights to teams that work with data in the cloud. It provides a single, cohesive interface for users to store, organize, analyze and visualize all their data for better decision-making. It empowers users of all kinds to produce, consume and share insights intuitively together, with or without coding knowledge. Originally founded in 2012 in San Francisco, California, it was acquired by Sisense in May 2019 and rebranded in January 2020.

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SAP Business Objects

User Sentiment:
78%

BusinessObjects from SAP offers a variety of packages to fit businesses of all industries and sizes. It aims to reduce the cost of IT upkeep and increase responsiveness to business problems. It streamlines workloads and lets users share insights to make better business decisions.

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ThoughtSpot

User Sentiment:
88%

ThoughtSpot offers analytics and insight capabilities to industries seeking a deeper understanding of their proprietary data in order to make data-driven business decisions. It focuses on giving nontechnical users access to processing and analytics, bringing the ease of a search function to enterprise-scale data analysis. It offers a powerful search engine integrated with in-memory computing for a consumer-class UI.

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Domo

User Sentiment:
86%

Domo is a cloud-based business management suite that accelerates digital transformation for businesses of all sizes. It performs both micro and macro-level analysis to provide teams with in-depth insight into their business metrics as well as solve problems smarter and faster. It presents these analyses in interactive visualizations to make patterns obvious to users, facilitating the discovery of actionable insights. Through shared key performance indicators, users can overcome team silos and work together across departments.

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Logi Analytics

User Sentiment:
81%

Logi Analytics provides businesses with interactive data analytics and visualizations, offering advanced reporting and visualization features in a minimal-code environment. It offers self-service data analysis and data discovery; then connects and blends operational intelligence to prepare it; and finally lets users turn it into dashboards, reports and other visualizations.

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Klipfolio

User Sentiment:
93%

Klipfolio is an analytics software tool that helps users wield data intelligently and confidently by building dashboards and reports that track KPIs and monitor trends. Users can glean insights from information across the organization collected in one convenient place and deploy interactive data visualizations that they can share with ease. It is available through an annual or monthly subscription to one of four plans: Publish, Grow, Team and Team+. The number of dashboards and users allowed, as well as the data refresh rate and level of support varies depending on the pricing plan selected.

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MicroStrategy

User Sentiment:
81%

MicroStrategy is a data analytics platform that delivers actionable intelligence to organizations of all sizes. It allows users to customize data visualizations and build personalized real-time dashboards. It leverages data connectivity, machine learning and mobile access to offer users comprehensive control over their insights. Due to its ease of use and scalability, it stands out as a leader in the enterprise analytics field. Users can choose between cloud, on-premise or hybrid deployment according to their needs.

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Oracle Analytics Cloud

User Sentiment:
83%

Oracle Analytics Cloud is an AI-powered solution that provides robust reporting and analytics features to businesses of all sizes. It offers a strong selection of reporting and analytics features from the convenience of the cloud. It prepares and analyzes data for trends, then turns that data into an intuitive visualization for users to explore and share. This helps users get a deeper understanding of a range of business questions as well as make accurate predictions and forecasts.

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Infor Birst

User Sentiment:
76%

Infor Birst is a cloud-based analytics software tool that aims to help users discover insights without the need for analyst input. It unifies IT-managed enterprise data with user-owned data, supporting the blending of both in a top-down and bottom-up manner. It uses consistent business metrics to structure raw data into organized sets and visualizations. It helps users identify patterns and better understand their organization’s KPIs.It offers a seamless, integrated UI that allows users to perform every step of the data analysis process in a single interface, enabling a smooth experience. It can be deployed either from the cloud or self-hosted on-premise.Users can purchase it in three available formats: per-user fee, by department or business unit or by end-customer in embedded scenarios.

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Zoho Analytics

User Sentiment:
83%

Zoho Analytics (formerly Zoho Reports) allows users to create visualizations and dashboards to present their data via a quick, easy, self-service model. It brings insight and analysis to an organization’s business data on-demand and without the need for IT assistance or data analysts through extensive automation efforts in several dimensions of the analytical process.Users can crunch huge datasets, clean and blend that data, perform various analytical tasks, and visualize the results in dynamic graphics to uncover insights. They can make data-informed business decisions in a stand-alone or embedded environment with support for mobile devices. It has flexible on-premise or cloud deployment models.

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BIRT

User Sentiment:
n/a

This open-source reporting tool from OpenText offers data exploration, visualization and collaboration. It can embed into a range of both web and client applications, and it works especially well with Java and Java EE-based solutions.It aims to meet users’ business intelligence needs by facilitating report creation. The charting engine lets users embed fully-integrated reports and charts into the report designer or into other applications.

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GoodData

User Sentiment:
83%

This powerful analytics software is a SaaS platform that combines, analyzes and visualizes the internal and/or external data of an organization in order to monetize. It aims to help businesses change the way they make decisions with a focus on data-driven best practices. Provides an embeddable, customizable business analytics and intelligence that lets users process data, analyze trends and create visualizations that present information in an easily-digestible format. Users can interpret these visualizations to draw insights and make intelligent business decisions.

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Information Builders

User Sentiment:
89%

Business analytics from Information Builders enable business users to instantly identify the factors that impact their businesses, create more accurate forward-looking strategies, enhance efficiency, increase profitability, and improve customer satisfaction and loyalty. Boost decision making processes with business intelligence software that’s built for speed and versatility – BI applications support agile reporting with visualized data from well-designed BI dashboards. Online analytics processing help to refine the results of data warehousing and data mining activities, bringing together diverse BI and analytics data from various sources.

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Jaspersoft

User Sentiment:
83%

Jaspersoft by TIBCO offers developer-level control of a flexible reporting and analytics infrastructure. It is designed to embed, design and manage reports generated on business data. Users can export analytics and reporting functionality and perform high-level analysis via a non-technical interface.

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Pyramid Analytics

User Sentiment:
91%

Pyramid Analytics offers an enterprise-grade operating system which scales smoothly from single-user to organization-wide implementation. It’s OS agnostic and can be deployed in the cloud or on-premise. It promotes data literacy by allowing different levels of users to utilize different capabilities. It is designed to support an organization’s decision workflow end-to-end from self-service analytics to forecasting.

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JReport

User Sentiment:
92%

JReport by Logi Analytics empowers companies to perform data analysis and generate reports directly from other business software applications. It is scalable, customizable, fault-tolerant and works seamlessly within the interface of whatever web application it embeds into. It interfaces with any business software architecture and supports a range of embedding methods from the front and back ends.

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Izenda

User Sentiment:
88%

Izenda is a business intelligence product that allows users to embed reporting and analytics capabilities into other applications. It monetizes data, promotes data literacy, offers insights and sets users up to make data-driven business decisions.From ad-hoc reports to ongoing insights, this software tool offers users a flexible range of data analysis features and visualization capabilities. It was designed for both developers and end users with a modern technology stack, flexible architecture and intuitive drag-and-drop interface.

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Exago

User Sentiment:
93%

Embeddable, flexible and scalable, Exago is a BI solution designed to integrate with multi-tenant SaaS applications — no downloads or plug-ins required. Its open API and customizable UI gives admins total control over their application while enabling end users to analyze data through reports, dashboards and visualizations. It offers ad hoc and operational reporting, extensibility, and ease of use, and is built to scale with SaaS companies as they grow.

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WebFOCUS

User Sentiment:
89%

The WebFOCUS BI suite is a strategic intelligence product from Information Builders, built to help companies use their data more strategically. The tool is effective for medium to large-sized enterprises.Dashboards, scorecards, mobile business intelligence, guided ad hoc reporting, deep integrations with third-party programs, dynamic report distribution and much more, are included in the software. The system can be deployed in the cloud, or on-premise to meet user’s need.

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ClearStory Data

User Sentiment:
84%

ClearStory Data was acquired by Alteryx in 2019. Data access and analysis were once relegated to specialists, quants or statisticians. Today, competitiveness on the front lines of business is dictated by the speed of data access and the quality of informed decision-making. ClearStory Data’s end-to-end solution includes an integrated Spark-based data processing platform and an incredibly simple user application for business consumption of insights.

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Datorama

User Sentiment:
82%

Datorama helps businesses handle their processing and analysis needs for data sets of any size and complexity. It is scalable and cloud-based for growth, access and convenience. Powered by Salesforce, it’s built to provide enterprise-grade intelligence and insights.

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