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Compare the Top Big Data Software of 2020

Compare the best Big Data software currently available using the table below.

  • 1
    DashboardFox Icon



    Dashboards, codeless reporting, interactive data visualizations, data level security, mobile access, scheduled reports, embedding, sharing via link, and more. DashboardFox is a dashboard and data visualization solution designed for business users with a no-subscription pricing model. Pay once and you own the software for life. DashboardFox is self-hosted, install on your own server, behind your firewall. Looking for Cloud BI? We offer managed hosting services, but you still retain ownership of your DashboardFox licenses and data. DashboardFox allows your users to drill-down and interact with live data visualizations via dashboards and reports. Business users can create new visualization in a codeless report builder without needing a technical pedigree. An alternative to Tableau, Sisense, Looker, Domo, Qlik, Crystal Reports, and others.

    Starting Price: $395 one-time payment
  • 2
    Raima Database Manager (RDM) Icon

    Raima Database Manager (RDM)


    Raima Database Manager is an embedded in-memory database for IoT and Edge devices. It is an extremely powerful, lightweight and secure RDBMS . Field tested by over 20 000 developers worldwide and has more than 25 000 000 deployments.

  • 3
    Omniscope Evo Icon

    Omniscope Evo


    Lô đề số Visokio builds Omniscope Evo, complete and extensible BI software for data processing, analytics and reporting. A smart experience on any device. Start from any data in any shape, load, edit, blend, transform while visually exploring it, extract insights through ML algorithms, automate your data workflows, and publish interactive reports and dashboards to share your findings. Omniscope is not only an all-in-one BI tool with a responsive UX on all modern devices, but also a powerful and extensible platform: you can augment data workflows with Python / R scripts and enhance reports with any JS visualisation. Whether you’re a data manager, scientist or analyst, Omniscope is your complete solution: from data, through analytics to visualisation.

    Starting Price: $59/month/user
  • 4
    Google Cloud Platform Icon

    Google Cloud Platform


    Lô đề số Build What’s Next. Better software. Faster. Use Google's core infrastructure, data analytics and machine learning. Secure and fully featured for all enterprises. Committed to open source and industry leading price-performance. Secure, global, high-performance, cost-effective and constantly improving. We’ve built our cloud for the long haul. Tap into big data to find answers faster and build better products. Grow from prototype to production to planet-scale, without having to think about capacity, reliability or performance. From virtual machines with proven price/performance advantages to a fully managed app development platform. Scalable, resilient, high performance object storage and databases for your applications. State-of-the-art software-defined networking products on Google’s private fiber network. Fully managed data warehousing, batch and stream processing, data exploration, Hadoop/Spark, and reliable messaging.

    Starting Price: $0.01
  • 5
    Sadas Engine Icon

    Sadas Engine


    Lô đề số Sadas Engine is the fastest Columnar Database Management System both in Cloud and On Premise. Sadas Engine is the specific solution designed to: • Store • Manage • Analyze huge quantities of data in order to implement solutions for: • BI • DWH • Data Analytics Turn Data into Information with the fastest columnar Database Management System able to perform 100 times faster than transactional DBMSs and able to carry out searches on huge quantities of data over a period even longer than 10 years.

  • 6
    Looker Icon



    Looker is a data analytics solution software that helps companies reanalyze business intelligence and data visualization. Users can easily integrate data from across data sources into a single view. With Looker employees can organize data, and make better-educated decisions when they access fresh reliable data.

  • 7
    Datadog Icon



    Lô đề số See inside any stack, any app, at any scale, anywhere with Datadog, a modern monitoring and analytics solution for modern teams with hybrid cloud environments. Datadog gives teams end-to-end visibility across systems, apps, and services, improving agility and increasing efficiency. Datadog makes this possible by seamlessly aggregating metrics and events across the full Devops stack. Start monitoring with Datadog effortlessly in minutes.

    Starting Price: $15.00/month/user
  • 8
    Pentaho Business Analytics Icon

    Pentaho Business Analytics

    Hitachi Vantara

    Access, blend and analyze all types and sizes of data, empower users to visualize data across multiple dimensions with minimal IT support, and embed analytics into existing applications.

  • 9
    Neural Designer Icon

    Neural Designer


    Neural Designer is a machine learning software with better usability and higher performance. You can build artificial intelligence models using neural networks to help you discover relationships, recognize patterns and make predictions in just a few clicks. Neural Designer´s strength consists in giving you the ability to make complex operations and build predictive models in an intuitive way thanks to its graphical user interface. You can run any task and instantly see the results in tables, charts or graphs. Among its uses, you can find algorithms for data statistics and preparation, different training strategies, testing and deployment of the model or exporting your results into other tools like R or Python. Each algorithm uses the latest technology and is optimized with CPU parallelization and GPU acceleration to achieve the best performance and give you the results in seconds. Try Neural Designer and benefiting from the results in no-time.

    Starting Price: $995.00/year/user
  • 10
    List & Label Icon

    List & Label


    List & Label is the reporting tool of choice used by thousands of software development teams all over the world. The report designer (Windows/Web) gives your users a wide range of capabilities. And you can add these powerful report functions very easily to your application with no additional costs.

    Starting Price: €650/license
  • 11
    Visiblee Icon



    97% of visitors on your website don’t leave any contact details. With Visiblee you will boost your website lead generation, with contacts that already know you and are interested in what you offer. Don’t miss business opportunities! Get an alert every morning with the hottest leads and check out their browsing behavior. Visiblee is a unique SaaS Solution for lead generation.

    Starting Price: $499.00/month
  • 12
    Domo Icon


    Lô đề sốDomo Technologies

    Domo software the world's first cloud-based management platform that gives Executives across the industry more accurate information which in turn allows for Better Business Decisions. Within their cloud-based software users have the ability to connect to over 500 data sources anywhere within their organization, you can easily gather data from any 3rd party source. Domo allows employees to engage with real-time data, increasing productivity and the potential to act on the data, including partners outside the company. On the go? Take your business with you, Domo's native mobile application enables all users to access and quickly manage their responsibilities on any IOS or Android mobile device.

  • 13
    AnswerMiner Icon


    Lô đề sốAnswerminer

    Lô đề số AnswerMiner is a new data exploration and visualisation tool that puts the tone on usability and simplicity instead of hard programming and requiring extra-knowledge to use it. The user-friendly interface helps to get familiar with the app quickly and makes the use of the features understandable. AnswerMiner is a cloud-based application that is available from anywhere at any time to find relations and meaningful insights in the data, even if the users are not data scientists, programmers, or statisticians. We believe that everybody can be a data analyst, they just need the right tool to get the most out of their data. Features: *Smart Data View *Automatic Charts *Correlation Matrix and Table *Relation Map *Prediction Tree *Report (Canvas) *Connectors: Mailchimp, Analytics, URL, MySQL, Google Drive, FTP, and more.

    Starting Price: $47.00/month
  • 14
    Elasticsearch Icon



    Elastic is a search company. As the creators of the Elastic Stack (Elasticsearch, Kibana, Beats, and Logstash), Elastic builds self-managed and SaaS offerings that make data usable in real time and at scale for search, logging, security, and analytics use cases. Elastic's global community has more than 100,000 members across 45 countries. Since its initial release, Elastic's products have achieved more than 400 million cumulative downloads. Today thousands of organizations, including Cisco, eBay, Dell, Goldman Sachs, Groupon, HP, Microsoft, Netflix, The New York Times, Uber, Verizon, Yelp, and Wikipedia, use the Elastic Stack, and Elastic Cloud to power mission-critical systems that drive new revenue opportunities and massive cost savings. Elastic has headquarters in Amsterdam, The Netherlands, and Mountain View, California; and has over 1,000 employees in more than 35 countries around the world.

  • 15
    MongoDB Icon



    MongoDB is a general purpose, document-based, distributed database built for modern application developers and for the cloud era. No database is more productive to use.

  • 16
    AnswerDock Icon



    Founded in 2019, AnswerDock is a software organization based in United Arab Emirates that offers a piece of software called AnswerDock. AnswerDock offers business hours support. AnswerDock features training via documentation. The AnswerDock software suite is SaaS software. AnswerDock is business intelligence software, and includes features such as collaboration, data blends, data mining, data visualization, and high volume processing. Software pricing starts at $495.00/month. AnswerDock offers a free version, and free trial. Some competitor software products to AnswerDock include Omniscope Evo, Qrvey - Low Code Embedded Analytics, and Analance.

    Starting Price: $495.00/month
  • 17
    K2View Fabric Icon

    K2View Fabric


    K2View Fabric delivers 360-degree access to the data your business cares about most. With our patented micro-database technology, K2View Fabric marks a generational shift from traditional approaches to big data organization and management. It allows you to operationalize enterprise data in real time, delivering exactly the data you want, when and how you need it. K2View Fabric easily connects to virtually any data source, organizes the data around what matters most to your business (such as customers, stores, transactions or products), stores it in secure micro-databases, and exposes it in real-time to any device, application or service while keeping it continuously refreshed.

  • 18
    MicroStrategy Enterprise Analytics Icon

    MicroStrategy Enterprise Analytics


    MicroStrategy is a software company based in the United States that was founded in 1989 and offers a software product called MicroStrategy Enterprise Analytics. MicroStrategy Enterprise Analytics offers training via documentation, webinars, live online, and in person sessions. MicroStrategy Enterprise Analytics is business intelligence software, and includes features such as dashboard, and website analytics. MicroStrategy Enterprise Analytics offers online support, business hours support, and 24/7 live support. MicroStrategy Enterprise Analytics offers a free trial. MicroStrategy Enterprise Analytics is available as SaaS, Mac, and Windows software. Some alternative products to MicroStrategy Enterprise Analytics include Omniscope Evo, OpenText Magellan, and Qrvey - Low Code Embedded Analytics.

  • 19
    SPSS Icon



    Founded in 1911, IBM is a software organization based in the United States that offers a piece of software called SPSS. The SPSS software suite is Windows, and Linux software. SPSS offers online, and 24/7 live support. SPSS is big data software, and includes features such as collaboration, data mining, and predictive analytics. Software pricing starts at $1.00/one-time/user. Some competitor software products to SPSS include Salesforce Analytics Cloud, Domo, and Analance.

    Starting Price: $1.00/one-time/user
  • 20
    LogIsland Icon



    Hurence is a software business in France that publishes a software suite called LogIsland. The LogIsland product is SaaS software. LogIsland is big data software, and includes features such as data mining, data visualization, and high volume processing. Alternative competitor software options to LogIsland include Salesforce Analytics Cloud, Domo, and Anodot.

  • 21
    Salesforce Analytics Cloud Icon

    Salesforce Analytics Cloud

    Salesforce Analytics Cloud

    Lô đề số Unlock critical sales and service insights with Salesforce Einstein Analytics, a feature-rich data visualization and self-service Business Intelligence (BI) software. Formerly known as Salesforce Analytics Cloud, Einstein Analytics is an end-to-end solution that taps the power of Artificial Intelligence (AI) to help business users analyze billions of data combinations across sales, service, marketing, and more. This enables businesses to make smarter decisions fast.

    Starting Price: $75.00/month/user
  • 22
    9 Spokes  Icon

    9 Spokes

    9 Spokes

    Lô đề số 9 Spokes is a powerful data dashboard that gives small businesses greater visibility into thir operations, making smarter decision making possible. A free, robust solution, 9 Spokes connects with leading business apps to deliver the important metrics users need on their smart dashboard. From managing cash flow and people, to tracking digital campaigns, 9 Spokes shows businesses the big picture so they can make the right calls.

    Starting Price: $0.01/one-time
  • 23
    42 Icon


    42 Technologies

    Lô đề số 42 is an end-to-end data omnichannel analytics and reporting platform built for the retail industry. Our retail experts consolidate raw sources of data (point-of-sale, ecommerce sources, ERPs, wholesale reports, etc.). With 42, executives, merchandisers, buyers and sellers get clear insights on how to grow their business by harnessing the power of big data with over 100 custom-built retail metrics. Since being founded in 2013, our team has tailored custom solutions for all sizes of brands and retailers regardless of channel-mix and existing data sources. 42 has won and been nominated for several awards (LVMH Innovation Award, Innovation Award at the Canadian Fashion Designers Awards, Forbes 30 Under 30) and is backed by Y Combinator. Visit us at www.42technologies.com to get started.

    Starting Price: $3,000/month
  • 24
    Centrifuge Analytics Icon

    Centrifuge Analytics

    Culmen Internal LLC

    Lô đề số Centrifuge Analytics™ is a big data discovery technology that provides the power and flexibility to connect, visualize and collaborate without complex data integration, costly services or a data science degree. It combines sophisticated link-analysis, interactive visualizations and discovery features to dramatically simplify data pattern and connection recognition. - First and foremost, a fully integrated solution that empowers analysts to work with no IT support - Sophisticated link-analysis features such as pattern Identification, intelligent bundling and various unique visual interactive features - 100% Browser footprint ensures no client-side data retention that simplifies security and client administration Patent-pending server-side rendering engine enables highly scalable network graphs Agile data integration – No need to stage, warehouse or apply a fixed ontology Model-based analytics – Setup once and reuse – build upon the experience of more seasoned analysts

    Starting Price: Call
  • 25
    Indicative Icon



    Marketers, product managers, and business analysts use Indicative to optimize customer conversion, engagement, and retention. Indicative connects to all your customer data sources, synthesizes them into a complete view of behavior, and gives you the actionable insights you need to grow your customer base and build great products. Indicative's free plan offers up to 1 Billion user actions per month and complete access to the robust behavioral analytics platform!

    Starting Price: $0.00
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Lô đề sốAny business looking for big data analytics software should not have a hard time finding a vendor. There is no shortage of vendors selling this type of software. Organizations will notice that each product does have its own functionality, there's no real way to differentiate the products based solely on functionality. This is due to the fact that the products have many of the same capabilities and features. Also, the differences in the software tools are too minor to notice. Having said this, differentiating between the various software should come down to mature analytics, the software's cost, ease of use, and the sophistication of its algorithms.

This article's goal is to help vendors understand the difference between the products. It will examine products from several vendors that provide big data analytics software. The nine vendors getting analyzed include Teradata, SAP, Oracle, Microsoft, Alteryz, IBM, KNIME.com, RapidMiner, and SAS. Again, these products while they may seem similar in functionality but they do have their differences. Some of the products mentioned have more than one tool. This article features a group of vendors that highlight the big data analytics markets' various aspects. By comparing and contrasting these products, businesses are able to understand how these products can meet the needs and goals of the organization.

Consider Analyst Expertise and Skills When Selecting a Big Data Analytics Software

Lô đề sốSome of these tools are engineered specifically for users who are new to data analytics, while other tools are designed for those who are expert-level data analysts. There are also a variety of tools suitable for use by experts and novices.

Products like IBM's SPSS Modeler, Oracle Advanced Analytics, RapidMiner's tools, and the SAP Predictive Analytics' Automated Analytics version is designed for the beginner. Its features are truly designed for the person who knows nothing or has very little knowledge, in data analysis or statistics. These users will be able to use the tool to create statistical models, analyze data, and design analytic workflows with very little, or no, knowledge of coding. Each of these vendors combines their program's core elements with an interface that is intuitive. The combination of these features facilitates the analyst's progress through data preparation, the analysis of data, and the design of the model and validation. The approach taken by each software vendor takes may be different. These differences become evident when comparing standalone products (like RapidMiner) to vendor products that are a part of a larger suite (products offered by Oracle).

KNIME Analytics Platform, Microsoft Revolution Analytics, IBM SPSS Statistics, Teradata's Aster Discovery Platform, and Microsoft Revolution Analytics are tools that provide the functionality that experienced users expect to see. Oracle's R Advanced Analytics for Hadoop (ORAAH), is a part of Oracle's Big Data Software Connectors software suite. This tool provides an R interface that allows the manipulation of Hadoop's Distributed Files System data. It also lets users manipulate R's writing and data mapper. The tool also allows the manipulation of reducer functions. The amount of flexibility offered by these tools is appealing to advanced data scientists.

The functionality of SAS Enterprise Miner and Alteryx adapts to meet the level of expertise of the individual user. Because of this, they are beneficial to advanced users and those who are new to using them. IBM's SPSS and SAS Enterprise Miner's tool really stand out because they support advanced analytical methods and applying data to models. These tools also provide a greater array of analysis functions like association analysis, visualization capabilities, and neural networks.

Analytical Diversity

Depending on the organization's use and how they apply these tools, users will need to support a variety of analytic capabilities that use a particular type of modeling (ex. segmentation, decision trees, clustering, regression, and behavior modeling). While there is widespread support for the different types of high-level analytical modeling. Vendors have spent decades updating their algorithms and increasing the complexity of their functionality. It's very important that businesses know which models are a relevant business solution. Organizations also need to determine which products will best serve the needs of their business.

Lô đề sốThe more established and higher-end (also, more likely to be higher-priced) tools give users the greatest analytical range. Oracle Data Miner has several reputable machine learning approaches that are designed to support predictive mining, clustering, and text mining. The two additions of the SPSS products, by IBM, offer a unique group of analytical models and techniques. SAS Enterprise Miner also supports several techniques and algorithms that include time series, decision trees, market basket analysis, neural network, logical and linear regression, link analysis, Web path and sequence analysis.

The new generation of tools are less expensive and support different types of models. However, their level of algorithmic sophistication is limited. Alteryx Analytics Gallery's model inventory has the following capabilities: time series and classification analysis, regression analysis, decision trees, and association rule analysis. KNIME's capabilities include time series analysis, image mining, and methods of text mining. KNIME also incorporates machine learning algorithms that are derived from different open source frameworks like JFreeChart and Weka R.

Analytical diversity also involves the integration of statistical tools and programming languages, like R for integrating functionality, as defined by the user, and existing libraries. Analytical diversity also integrates the libraries that currently exist as user-defined functionality. SAS Enterprise Miner, Alteryx Designer, Teradata's Aster Discovery Platform, Microsoft's Revolution Analytics, KNIME's Analytics Platform and ORAAH from Oracle all have support and interface integration with R.

The Type of Data Getting Analyzed

There are several dimensions to consider when speaking about the scope of data getting analyzed. This includes the access to an on-premises data warehouses, cloud-based data sources, data managed on larger platforms like Hadoop, and unstructured vs. structured information. However, there are several levels of support for managing data within unconventional data repositories. These data lakes are managed inside Hadoop or within a different NoSQL data managing system that is designed to provide horizontal scaling. Making the distinction among products really depends on the organization's rules regarding how it wants to access and process data variety and volume.

Supporting Scalability and High-Level Performance

Lô đề sốThe data volume and need for analysis will determine an organization's the need for scalable performance. There is a good chance that smaller organizations will not have the same requirements. Small organizations that do not have large amounts of data should notice that this product performs well even without the performance features that are able to scale with the organization's resources. This includes entry-level editions of lower-end tools like Alteryx Designer, Microsoft Revolution R Open, KNIME, and RapidMiner. These tools have the ability to run on a desktop system and will not require any additional server components.

Lô đề sốLarge organizations will have a considerable amounts of data sets they need to analyze, these organizations will also have a large number of users. These two facts mean that organizations will have additional requirements. Organizations will need tools that provide a high level of performance and can facilitate collaboration. Product adaptability to high-performance structures is a good sign of the tool's scalability. The majority of these products are also adaptable to Hadoop's parallelism or can use another way to achieve a quicker computation.

Each one of these products is able, to a certain extent, to provide support for Hadoop. The products that support Hadoop include the following tools: RapidMiner's Radoop, SPSS Statistics, IBM SPSS Modeler, Oracle's Big Data Discovery, Cluster Execution add-ins, and Big Data Extension by KNIME. ORRAH tools are also able to provide a degree of support for Hadoop. The Teradata Aster Discovery Platform tackles high-performance requirements using Teradata's MPP architecture. Expert Analytics' edition of SAP's Predictive Analytics product can perform in-memory data mining to handle the analysis of large-volume data. Microsoft R Enterprise uses the ScaleR module of Revolution Analytics, a repository of big data analytics algorithms that facilitates parallelization. Scoring algorithms that are put into effect using SAS Enterprise Miner may be utilized and carried out in Hadoop's environment.

Intra-Organization Collaboration

As previously stated, the bigger an organization, the more likely the organization will need to share analysis, applications, and models among various groups and analysts. Organizations with many analysts that are distributed across the company may have a greater need to find ways to share models and collaborate in regards to the interpretation of these models. RapidMiner's Server product gives users the necessary support to share and collaborate while the Gold edition of IBM's SPSS Modeler provides users with collaboration capabilities. KNIME provides commercial extensions that facilitate team collaboration. Alteryx Analytics Gallery gives organizations a means to share sophisticated analytics application in the cloud with team members who are dispersed throughout the organization. The client-server architecture of SAS Enterprise Miner let data analysts and business users work together by allowing them to share models and different types of work products.

Product Integration and Vendor Size

Vendors are often compared by their size. It is easy to contrast what is consider mega-vendors with big data tools that are one component of a rather large tool portfolio. Larger organizations tend to negotiate a site-wide, enterprise licenses that give them access to the full suite of the vendor's tools. Organizations that seek this type of arrangement will more than likely prefer to use mega-vendors like SAS, SAP, Oracle, and IBM.

Lô đề sốLarge vendors require tools for big data analytics that are a part of a bigger tool suite. It’s safe to assume that the products offered by mega-vendors are fully, or in part, integrated and designed to work together. Also, some people may have a greater degree of comfort when working with a larger vendor. People tend to be more comfortable using large vendors because they expect a level of stability. There is also an expectation of receiving a consistent customer service experience. However, big data analytics tools may be a part of a larger software licensing arrangement.

Lô đề sốSmall vendors, like RapidMiner, Altered, and KNIME, derive their revenues primarily from the licensing and supporting a limited number of big data analytics products. Working with small vendors does have its benefits. The customers of small vendors may find that they are able to develop a closer relationship with a vendor's product management and their innovation teams. Also, organizations may have the ability to influence the products roadmap or increased functionality. Small vendors may also offer users more leeway as far as pricing and what features they want to have in the licensing arrangement. Organizations should understand that there are potential risks associated with working with small vendors. There is the possibility of dealing with stability issues, a chance that the company could be acquired by a larger one, and these vendors may have limited availability of support resources. All of these factors could affect the relationship consumers have with a vendor.

Budget for Licensing and Maintenance

Every big data analytics vendors offer different editions or versions their products. Often the differences in these versions are evident when analyzing the price range of the different additions. The cost of products and the cost to acquire the products and the cost of operating them. Teradata, IBM, RapidMiner, Microsoft, and Oracle sell editions of the products that have different tiers. The licensing costs are affected by the tool's capabilities, features, the number of processing devices the product is able to use, or the number of limitations in regards to the amount of data that is getting analyzed. RapidMiner and KNIME do offer free and open source versions of the products. There is a charge for the versions that support enterprise-level applications or support services. The costs of RapidMiner, Alteryx, and KNIME do offer lower-priced options for organizations that do not have a large number of users. Anyone thinking about using SAP or SAS should contact the companies to find out their pricing alternatives.