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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    KNIME Analytics Platform

    Score7.8 out of 10
    N/AKNIME enables users to analyze, upskill, and scale data science without any coding. The platform that lets users blend, transform, model and visualize data, deploy and monitor analytical models, and share insights organization-wide with data apps and services.

    $0

    per month

    SAP Lumira Discovery

    Score8.4 out of 10
    N/ASAP Lumira Discovery is SAP’s data visualization and discovery application. It facilitates data discovery, visualization, and analysis by assisting users with creation of dashboards, infographics, presentations, data facets, tag clouds, and more.

    $185

    per user

    Pricing
    KNIME Analytics PlatformSAP Lumira Discovery
    Editions & Modules
    KNIME Community Hub Personal Plan
    $0
    KNIME Analytics Platform
    $0
    KNIME Community Hub Team Plan
    €99
    per month 3 users
    KNIME Business Hub
    From €35,000
    per year
    SAP Lumira, standard edition
    $185
    per user
    Offerings
    Pricing Offerings
    KNIME Analytics PlatformSAP Lumira Discovery
    Free Trial
    NoYes
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    NoYes
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details——
    More Pricing Information
    Community Pulse
    KNIME Analytics PlatformSAP Lumira Discovery
    Considered Both Products
    KNIME
    No answer on this topic
    SAP
    Chose SAP Lumira Discovery
    • Splunk for data analysis and viewing, but this is more an industrial type of tool.
    • Othwerwise Excel and some extensions
    • Spend Cube in sourcing - rather specialized application
    Incentivized
    Key User Insights
    Would buy again
    94%
    Would buy again
    16 Answers
    80%
    Would buy again
    8 Answers
    Delivers good value for the price
    100%
    Delivers good value for the price
    16 Answers
    86%
    Delivers good value for the price
    6 Answers
    Happy with the feature set
    94%
    Happy with the feature set
    16 Answers
    90%
    Happy with the feature set
    9 Answers
    Lived up to sales and marketing promises
    83%
    Lived up to sales and marketing promises
    10 Answers
    83%
    Lived up to sales and marketing promises
    5 Answers
    Implementation went as expected
    93%
    Implementation went as expected
    14 Answers
    86%
    Implementation went as expected
    6 Answers
    Features
    KNIME Analytics PlatformSAP Lumira Discovery
    Platform Connectivity
    Comparison of Platform Connectivity features of KNIME Analytics Platform and SAP Lumira Discovery
    Feature
    KNIME Analytics Platform
    9.2
    19 Ratings
    10% above category average
    SAP Lumira Discovery
    -
    Ratings
    Connect to Multiple Data Sources9.619 Ratings00 Ratings
    Extend Existing Data Sources10.010 Ratings00 Ratings
    Automatic Data Format Detection9.119 Ratings00 Ratings
    MDM Integration7.98 Ratings00 Ratings
    Data Exploration
    Comparison of Data Exploration features of KNIME Analytics Platform and SAP Lumira Discovery
    Feature
    KNIME Analytics Platform
    8.1
    18 Ratings
    4% below category average
    SAP Lumira Discovery
    -
    Ratings
    Visualization8.018 Ratings00 Ratings
    Interactive Data Analysis8.118 Ratings00 Ratings
    Data Preparation
    Comparison of Data Preparation features of KNIME Analytics Platform and SAP Lumira Discovery
    Feature
    KNIME Analytics Platform
    8.3
    19 Ratings
    2% above category average
    SAP Lumira Discovery
    -
    Ratings
    Interactive Data Cleaning and Enrichment9.019 Ratings00 Ratings
    Data Transformations9.519 Ratings00 Ratings
    Data Encryption7.47 Ratings00 Ratings
    Built-in Processors7.48 Ratings00 Ratings
    Platform Data Modeling
    Comparison of Platform Data Modeling features of KNIME Analytics Platform and SAP Lumira Discovery
    Feature
    KNIME Analytics Platform
    8.0
    18 Ratings
    6% below category average
    SAP Lumira Discovery
    -
    Ratings
    Multiple Model Development Languages and Tools9.517 Ratings00 Ratings
    Automated Machine Learning8.117 Ratings00 Ratings
    Single platform for multiple model development9.318 Ratings00 Ratings
    Self-Service Model Delivery5.08 Ratings00 Ratings
    Model Deployment
    Comparison of Model Deployment features of KNIME Analytics Platform and SAP Lumira Discovery
    Feature
    KNIME Analytics Platform
    7.3
    11 Ratings
    15% below category average
    SAP Lumira Discovery
    -
    Ratings
    Flexible Model Publishing Options8.611 Ratings00 Ratings
    Security, Governance, and Cost Controls5.94 Ratings00 Ratings
    BI Standard Reporting
    Comparison of BI Standard Reporting features of KNIME Analytics Platform and SAP Lumira Discovery
    Feature
    KNIME Analytics Platform
    -
    Ratings
    SAP Lumira Discovery
    8.0
    97 Ratings
    2% below category average
    Customizable dashboards00 Ratings8.097 Ratings
    Ad-hoc Reporting
    Comparison of Ad-hoc Reporting features of KNIME Analytics Platform and SAP Lumira Discovery
    Feature
    KNIME Analytics Platform
    -
    Ratings
    SAP Lumira Discovery
    7.3
    103 Ratings
    9% below category average
    Drill-down analysis00 Ratings10.0100 Ratings
    Formatting capabilities00 Ratings7.0103 Ratings
    Report sharing and collaboration00 Ratings5.098 Ratings
    Report Output and Scheduling
    Comparison of Report Output and Scheduling features of KNIME Analytics Platform and SAP Lumira Discovery
    Feature
    KNIME Analytics Platform
    -
    Ratings
    SAP Lumira Discovery
    6.1
    95 Ratings
    30% below category average
    Publish to Web00 Ratings7.082 Ratings
    Publish to PDF00 Ratings5.094 Ratings
    Report Delivery Scheduling00 Ratings6.355 Ratings
    Data Discovery and Visualization
    Comparison of Data Discovery and Visualization features of KNIME Analytics Platform and SAP Lumira Discovery
    Feature
    KNIME Analytics Platform
    -
    Ratings
    SAP Lumira Discovery
    4.3
    104 Ratings
    60% below category average
    Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings5.0102 Ratings
    Location Analytics / Geographic Visualization00 Ratings6.095 Ratings
    Predictive Analytics00 Ratings2.072 Ratings
    Best Alternatives
    KNIME Analytics PlatformSAP Lumira Discovery
    Small Businesses
    RapidMiner
    Score8.9 out of 10
    Cyfe
    Score4 out of 10
    Medium-sized Companies
    Anaconda
    Score8.8 out of 10
    Qlik Cloud Analytics (Qlik Sense)
    Score8.1 out of 10
    Enterprises
    IBM Watson Studio
    Score10 out of 10
    Jaspersoft Community Edition
    Score7 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    KNIME Analytics PlatformSAP Lumira Discovery
    Likelihood to Recommend
    9.6
    (22 ratings)
    9.0
    (105 ratings)
    Likelihood to Renew
    9.5
    (4 ratings)
    6.0
    (1 ratings)
    Usability
    9.0
    (3 ratings)
    8.0
    (15 ratings)
    Availability
    -
    (0 ratings)
    5.0
    (2 ratings)
    Performance
    -
    (0 ratings)
    4.0
    (2 ratings)
    Support Rating
    9.3
    (6 ratings)
    1.0
    (12 ratings)
    In-Person Training
    -
    (0 ratings)
    6.0
    (1 ratings)
    Online Training
    -
    (0 ratings)
    6.0
    (1 ratings)
    Implementation Rating
    7.0
    (2 ratings)
    4.0
    (4 ratings)
    Configurability
    -
    (0 ratings)
    4.0
    (2 ratings)
    Data Sharing and Collaboration
    -
    (0 ratings)
    2.0
    (83 ratings)
    Data Sources
    -
    (0 ratings)
    10.0
    (89 ratings)
    Ease of integration
    10.0
    (1 ratings)
    4.0
    (2 ratings)
    Product Scalability
    -
    (0 ratings)
    4.0
    (2 ratings)
    Professional Services
    -
    (0 ratings)
    5.0
    (1 ratings)
    Vendor post-sale
    -
    (0 ratings)
    8.0
    (1 ratings)
    Vendor pre-sale
    -
    (0 ratings)
    5.0
    (2 ratings)
    User Testimonials
    KNIME Analytics PlatformSAP Lumira Discovery
    Likelihood to Recommend
    KNIME
    KNIME Analytics Platform is excellent for people who are finding Excel frustrating, this can be due to errors creeping in due to manual changes or simply that there are too many calculations which causes the system to slow down and crash. This is especially true for regular reporting where a KNIME Analytics Platform workflow can pull in the most recent data, process it and provide the necessary output in one click. I find KNIME Analytics Platform especially useful when talking with audiences who are intimidated by code. KNIME Analytics Platform allows us to discuss exactly how data is processed and an analysis takes place at an abstracted level where non-technical users are happy to think and communicate which is often essential when they are subject matter experts whom you need for guidance. For experienced programmers KNIME Analytics Platform is a double-edged sword. Often programmers wish to write their own code because they are more efficient working that way and are constrained by having to think and implement work in nodes. However, those constraints forcing development in a "KNIME way" are useful when working in teams and for maintenance compared to some programmers' idiosyncratic styles.
    Incentivized
    Read full review
    SAP
    Infographics derived from specific data sources appears to be well suited for development using Lumira. The development of executive level dashboards was less appropriate from my perspective. The software does not provide sufficient demonstration or samples for the users to learn from in my opinion.
    Incentivized
    Read full review
    Pros
    KNIME
    • Summarize instrument level financial data with relevant statistics
    • Map transactions from core extracts to groups of like transactions using rule engines
    • Machine learning using random forests and other techniques to analyze data and identify correlations for use in predictive models
    • Fill out sampling data from averages.
    Read full review
    SAP
    • SAP has built in features you would expect from a data visualization package, like easy import from other SAP systems.
    • SAP has most of the typical charts that you would expect in order to visualize your data.
    • SAP allows you to have multiple charts on one visualization for your data.
    Incentivized
    Read full review
    Cons
    KNIME
    • It does not have proper visualization.
    • Some other BI tools (QlikView) have much easier functions for data interaction.
    • Some other BI tools (Tableau) can be set up much faster.
    • It is not an easy tool to use for non-tech savvy staff.
    Incentivized
    Read full review
    SAP
    • Even though the process of creating visualizations of data is now greatly improved, it could still be a lot better as users become accustomed to this kind of tool and bring forward edge cases the developers did not anticipate.
    • It would be awesome to have a cross platform tool that works on more than just Windows.
    • Some options for specific graphs feel limiting.
    Incentivized
    Read full review
    Likelihood to Renew
    KNIME
    We are happy with Knime product and their support. Knime AP is versatile product and even can execute Python scripts if needed. It also supports R execution as well; however, it is not being used at our end
    Read full review
    SAP
    Given the scope ,maintanence , support and budget are the main drivers to deciding renewal of a software
    Incentivized
    Read full review
    Usability
    KNIME
    KNIME Analytics Platform offers a great tradeoff between intuitiveness and simplicity of the user interface and almost limitless flexibility. There are tools that are even easier to adopt by someone new to analytics, but none that would provide the scalability of KNIME when the user skills and application complexity grows
    Incentivized
    Read full review
    SAP
    SAP Lumira is very good self service analytical tool with powerful capabilities. However need to look into other SAP products in BI space, like SAP SAC. SAP Lumira is more used for custom and complex analytical need in business intelligence area. Also SAP Lumira is going out of maintenance in coming future replaced by SAP SAC.
    Incentivized
    Read full review
    Reliability and Availability
    KNIME
    No answers on this topic
    SAP
    Lumira is a desktop application runs in its own JVM. It installs its own java runtime libraries to avoid any core java version conflicts. The availability of the application is completely relies on individual machine hardware configuration. On a decent desktop, it performs well and always launches in either 32 or 64 bit environment based on the hosts system's OS
    Incentivized
    Read full review
    Performance
    KNIME
    No answers on this topic
    SAP
    The performance is linear with amount of data that is being explored. We have done some benchmarks acquiring 10million data cells without having any performance problems. We need to make proper adjustments to jvm run time properties to start with higher heap size and other parameters that optimizes the run time performance
    Incentivized
    Read full review
    Support Rating
    KNIME
    KNIME's HQ is in Europe, which makes it hard for US companies to get customer service in time and on time. Their customer service also takes on average 1 to 2 weeks to follow up with your request. KNIME's documentation is also helpful but it does not provide you all the answers you need some of the time.
    Incentivized
    Read full review
    SAP
    It does not have many bugs or issues since not a lot of new features are being added. The customer support for SAP Lumira Discovery is good and anyone considering this as a self-service tool would be happy. It integrates well in the SAP BI suite of products and the overall experience is positive.
    Incentivized
    Read full review
    In-Person Training
    KNIME
    No answers on this topic
    SAP
    We did not take in-person training
    Incentivized
    Read full review
    Online Training
    KNIME
    No answers on this topic
    SAP
    Most of the user guides are pretty comprehensive and very easy to understand. The product itself is designed to be self-serve tool, did not need much of the end-user training. Most of the training we had is to how to read the data, how to explore the data, how to acquire the data etc.
    Incentivized
    Read full review
    Implementation Rating
    KNIME
    KNIME Analytics Platform is easy to install on any Windows, Mac or Linux machine. The KNIME Server product that is currently being replaced by the KNIME Business Hub comes as multiple layers of software and it took us some time to set up the system right for stability. This was made harder by KNIME staff's deeper expertise in setting up the Server in Linux rather than Windows environment. The KNIME Business Hub promises to have a simpler architecture, although currently there is no visibility of a Windows version of the product.
    Incentivized
    Read full review
    SAP
    Installing the desktop software on end-user machines is always challenging. The machine specifications are the biggest factor when running Lumira and be able to handle large datasets during data exploration. This often demands beefy machines at least for power-users. Although Lumira software licensing is not a big problem but managing partner's extensions and keeping track of their individual licenses may be an issue. If there is a way to bundle the more popular extensions such as vSQL or vOLAP should be bundled in core product and offer them as part of Lumira license instead of a separate license which causer operational burden.
    Incentivized
    Read full review
    Alternatives Considered
    KNIME
    Having used both the Alteryx and [KNIME Analytics] I can definitely feel the ease of using the software of Alteryx. The [KNIME Analytics] on the other hand isn't that great but is 90% of what Alteryx can do along with how much ease it can do. Having said that, the 90% functionality and UI at no cost would be enough for me to quit using Alteryx and move towards [KNIME Analytics].
    Incentivized
    Read full review
    SAP
    Even though SAP Analytics Cloud is considered to be better in aspects such as data connectivity or analytics, we decided to choose Lumira as it was easier to understand, learn and use. As our business is not really that big and does not require the inclusion of large amounts of data, Lumira was overall the safest and most comfortable option. Also, some members in our team had previous knowledge so it was easier to adapt
    Incentivized
    Read full review
    Scalability
    KNIME
    No answers on this topic
    SAP
    Enterprise wide implementation is a challenge with data security and trustedness. No easy installation can be done across the enterprise. no upgrade paths also available from SAP. They have so much of experience with desktop implementation, there it could be a controlled environment with a capital budget. These may be resolved in the upcoming releases
    Incentivized
    Read full review
    Return on Investment
    KNIME
    • It is suited for data mining or machine learning work but If we're looking for advanced stat methods such as mixed effects linear/logistics models, that needs to be run through an R node.
    • Thinking of our peers with an advanced visualization techniques requirement, it is a lagging product.
    Incentivized
    Read full review
    SAP
    • We could obtain original data from vast and detailed corporate and personal data sources.
    • We could share visual analysis results with stakeholders via the cloud, and it could also be viewed on a tablet.
    • It is very flexible and accurate to use. It can be used for forecasting sales, resource planning, and scheduling.
    Read full review
    ScreenShots

    KNIME Analytics Platform Screenshots

    Screenshot of the KNIME Modern UI. This is the the new user interface for the KNIME Analytics Platform that is available with improved look and feel as the default interface, from KNIME Analytics Platform version 5.1.0 release.Screenshot of the KNIME Analytics Platform user interface - the KNIME Workbench - displays the current, open workflow(s). Here is the general user interface layout — application tabs, side panel, workflow editor and node monitor.Screenshot of the KNIME user interface elements — workflow toolbar, node action bar, rename components and metanodes.Screenshot of the entry page, which is displayed by clicking the Home tab. From here users can; check out example workflows to get started, access a local workspace, or even start a new workflow by clicking the yellow plus button.Screenshot of the status of a KNIME node, which shows whether it's configured, not configured, executed, or has an error.Screenshot of the KNIME node action bar, which can be used to configure, execute, cancel, reset, and - when available - open the view.

    SAP Lumira Discovery Screenshots

    Product screenshotProduct screenshotProduct screenshotProduct screenshotProduct screenshotProduct screenshot