TrustRadius: an HG Insights company

Save this comparison

Save this comparison

Add Product

Recommended Comparisons

    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Cloudera Enterprise Data Hub

    Score9 out of 10
    N/AThe Cloudera Enterprise Data Hub powered by SDX is a multifunction analytics solution that supports a range of operational and analytic use cases for enterprises.N/A

    Spotfire

    Score7.8 out of 10
    N/ASpotfire, formerly known as TIBCO Spotfire, is a visual data science platform that combines visual analytics, data science, and data wrangling, so users can analyze data at-rest and at-scale to solve complex industry-specific problems.N/A
    Pricing
    Cloudera Enterprise Data HubSpotfire
    Editions & Modules
    No answers on this topic
    No answers on this topic
    Offerings
    Pricing Offerings
    Cloudera Enterprise Data HubSpotfire
    Free Trial
    NoYes
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    NoYes
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details—For Enterprise engagements, contact Spotfire directly for a custom price quote.
    More Pricing Information
    Community Pulse
    Cloudera Enterprise Data HubSpotfire
    Considered Both Products
    Cloudera
    Chose Cloudera Enterprise Data Hub
    It was the first and best Hadoop distribution when we started years ago. But the situation changed now and if given a choice, may end up choosing something else.
    Incentivized
    Cloud Software Group
    Chose Spotfire
    Spotfire is very good for sales and marketing and customer insights. Tableau is a better all-around data discovery tool. Spotfire is more affordable for smaller industries, particularly if Tableau server is needed for large datasets. Spotfire has a broader product set that …
    Incentivized
    Chose Spotfire
    • Enterprise functionality
    • R engine
    • Speed and reliability
    Incentivized
    Key User Insights
    Would buy again
    No answers on this topic
    92%
    Would buy again
    46 Answers
    Delivers good value for the price
    No answers on this topic
    98%
    Delivers good value for the price
    39 Answers
    Happy with the feature set
    No answers on this topic
    96%
    Happy with the feature set
    48 Answers
    Lived up to sales and marketing promises
    No answers on this topic
    100%
    Lived up to sales and marketing promises
    32 Answers
    Implementation went as expected
    No answers on this topic
    94%
    Implementation went as expected
    33 Answers
    Features
    Cloudera Enterprise Data HubSpotfire
    Platform Connectivity
    Comparison of Platform Connectivity features of Cloudera Enterprise Data Hub and Spotfire
    Feature
    Cloudera Enterprise Data Hub
    -
    Ratings
    Spotfire
    7.2
    8 Ratings
    15% below category average
    Connect to Multiple Data Sources00 Ratings7.88 Ratings
    Extend Existing Data Sources00 Ratings7.48 Ratings
    Automatic Data Format Detection00 Ratings7.88 Ratings
    MDM Integration00 Ratings6.05 Ratings
    Data Exploration
    Comparison of Data Exploration features of Cloudera Enterprise Data Hub and Spotfire
    Feature
    Cloudera Enterprise Data Hub
    -
    Ratings
    Spotfire
    9.1
    8 Ratings
    8% above category average
    Visualization00 Ratings9.08 Ratings
    Interactive Data Analysis00 Ratings9.28 Ratings
    Data Preparation
    Comparison of Data Preparation features of Cloudera Enterprise Data Hub and Spotfire
    Feature
    Cloudera Enterprise Data Hub
    -
    Ratings
    Spotfire
    7.4
    8 Ratings
    10% below category average
    Interactive Data Cleaning and Enrichment00 Ratings7.28 Ratings
    Data Transformations00 Ratings8.08 Ratings
    Data Encryption00 Ratings7.05 Ratings
    Built-in Processors00 Ratings7.55 Ratings
    Platform Data Modeling
    Comparison of Platform Data Modeling features of Cloudera Enterprise Data Hub and Spotfire
    Feature
    Cloudera Enterprise Data Hub
    -
    Ratings
    Spotfire
    7.6
    8 Ratings
    11% below category average
    Multiple Model Development Languages and Tools00 Ratings7.57 Ratings
    Automated Machine Learning00 Ratings8.55 Ratings
    Single platform for multiple model development00 Ratings7.68 Ratings
    Self-Service Model Delivery00 Ratings6.76 Ratings
    Model Deployment
    Comparison of Model Deployment features of Cloudera Enterprise Data Hub and Spotfire
    Feature
    Cloudera Enterprise Data Hub
    -
    Ratings
    Spotfire
    7.4
    7 Ratings
    14% below category average
    Flexible Model Publishing Options00 Ratings7.87 Ratings
    Security, Governance, and Cost Controls00 Ratings7.07 Ratings
    Best Alternatives
    Cloudera Enterprise Data HubSpotfire
    Small Businesses
    No answers on this topic
    RapidMiner
    Score8.9 out of 10
    Medium-sized Companies
    Apache Hive
    Score8 out of 10
    Anaconda
    Score8.8 out of 10
    Enterprises
    Oracle Exadata
    Score9.8 out of 10
    IBM Watson Studio
    Score10 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    Cloudera Enterprise Data HubSpotfire
    Likelihood to Recommend
    9.0
    (12 ratings)
    8.4
    (351 ratings)
    Likelihood to Renew
    8.2
    (7 ratings)
    9.6
    (30 ratings)
    Usability
    -
    (0 ratings)
    8.0
    (27 ratings)
    Availability
    -
    (0 ratings)
    9.0
    (14 ratings)
    Performance
    -
    (0 ratings)
    7.1
    (14 ratings)
    Support Rating
    -
    (0 ratings)
    8.7
    (27 ratings)
    In-Person Training
    -
    (0 ratings)
    8.3
    (52 ratings)
    Online Training
    -
    (0 ratings)
    9.0
    (55 ratings)
    Implementation Rating
    -
    (0 ratings)
    8.4
    (17 ratings)
    Configurability
    -
    (0 ratings)
    7.1
    (3 ratings)
    Data Sharing and Collaboration
    -
    (0 ratings)
    8.5
    (36 ratings)
    Data Sources
    -
    (0 ratings)
    9.3
    (36 ratings)
    Ease of integration
    -
    (0 ratings)
    7.0
    (2 ratings)
    Product Scalability
    -
    (0 ratings)
    7.0
    (4 ratings)
    Vendor post-sale
    -
    (0 ratings)
    5.0
    (1 ratings)
    Vendor pre-sale
    -
    (0 ratings)
    5.0
    (1 ratings)
    User Testimonials
    Cloudera Enterprise Data HubSpotfire
    Likelihood to Recommend
    Cloudera
    Cloudera excels at seamless migrations and upgrades.



    Cloudera supports self-healing and data center
    replacement of failed cloud instances while maintaining the state.



    Cloudera is essential to increase or decrease
    capacity through the user interface or API.



    Cloudera is great at simplifying big data analytics
    by providing the technology and tools needed to gain insights from IoT and
    connected devices to help monitor and condition our assets.



    Cloudera's cybersecurity platform option offers
    stronger anomaly detection, visibility, and prevention, as well as faster
    behavioral analysis.



    Cloudera is beneficial for enabling and utilizing
    the platform's machine learning and ad-hoc queries while securely storing,
    retrieving, and analyzing any volume of data at scale.
    Incentivized
    Read full review
    Cloud Software Group
    A high level of data integration is available here it supports various data sources and so on. Collaborating features allow users to give access to the dashboard and merge data analytics with other team members. It can meet the demands of both small and large size business enterprises. A customized dashboard and reports are provided to meet the specific needs and get support of extensibility through APIs and customized scripts.
    Incentivized
    Read full review
    Pros
    Cloudera
    • Excellent management capabilities via Cloudera Manager.
    • Open source and does not restrict our data to be bound by a proprietary format.
    • Offers excellent support for data governance and auditing.
    • Has all the components that would help us build a data hub.
    • Excellent platform support offered by Cloudera.
    Read full review
    Cloud Software Group
    • It has the best coding integration (python, R) of any BI product
    • The ability to work with very large datasets (10 mil+) is better than competitors
    • Export options are more complete and have better functionality
    • The data canvas is the best tool to join and transform data vs. competitors
    Incentivized
    Read full review
    Cons
    Cloudera
    • Not fully Open Source, couple of components of the distributions are privately owned, meaning with public contributions are not welcome
    • Improvements to Cloudera manager can only be recommended. its very hard to get it done once recommended as the full control is with them.
    • Should make components more aligned to Open Source rather than making it closed sourced.
    • Custom Features of open source software tools supported only by Cloudera are tricky. Cant commit changes to tools like Hue.
    • Improvements to Cluster Management tool is required, which are already available to its competitors.
    Incentivized
    Read full review
    Cloud Software Group
    • The donut chart is I guess a powerful illustrations but I hope it should be done quite simple in Spotfire. But in Spotfire there are lots of steps involve just to build a simple donut chart.
    • Table calculation (like Row or Column Differences) should be made simple or there should be drag and drop function for Table Calculation. No need for scripting.
    • Information Link should be changed. If new columns are added to the table just refreshing the data should be able to capture the new column. No need extra step to add column
    Incentivized
    Read full review
    Likelihood to Renew
    Cloudera
    Likely to renew the use in case the requirements for Cloudera remain valid. The rapid change in customer requirements and solutions that must be validated, integrated or tested changes. As the maturity of the solution increases, the requirements to renew use decrease. From a solution feature perspective by itself would probably grade 10.
    Read full review
    Cloud Software Group
    -Easy to distribute information throughout the enterprise using the webplayer. -Ad hoc analysis is possible throughout the enterprise using business author in the webplayer or the thick client. -Low level of support needed by IT team. Access interfaces with LDAP and numerous other authentication methods. -Possible to continually extend the platform with JavaScript, R scripts, HTML, and custom extensions. -Ability to standardize data logic through pre-built queries in the Information Designer. Everyone in the enterprise is using the same logic -Tagging and bookmarking data allows for quick sharing of insights. -Integration with numerous data sources... flat files, data bases, big data, images, etc. -Much improved mapping capability. Also includes the ability to apply data points over any image.
    Read full review
    Usability
    Cloudera
    No answers on this topic
    Cloud Software Group
    Basic tasks like generating meaningful information from large sets of raw data are very easy. The next step of linking to multiple live data sources and linking those tables and performing on the fly analysis of the imported data is understandably more difficult.
    Incentivized
    Read full review
    Reliability and Availability
    Cloudera
    No answers on this topic
    Cloud Software Group
    Even though, it's a rather stable and predictable tool that's also fast, it does have some bugs and inconsistencies that shut down the system. Depending on the details, it could happen as often as 2-3 times a week, especially during the development period.
    Read full review
    Performance
    Cloudera
    No answers on this topic
    Cloud Software Group
    Generally, the Spotfire client runs with very good performance. There are factors that could affect performance, but normally has to do with loading large analysis files from the library if the database is located some distance away and your global network is not optimal. Once you have your data table(s) loaded in the client application, usually the application is quite good performance-wise.
    Read full review
    Support Rating
    Cloudera
    No answers on this topic
    Cloud Software Group
    Support has been helpful with issues. Support seems to know their product and its capabilities. It would also seem that they have a good sense of the context of the problem; where we are going with this issue and what we want the end outcome to be.
    Incentivized
    Read full review
    In-Person Training
    Cloudera
    No answers on this topic
    Cloud Software Group
    The instructor was very in depth and provided relevant training to business users on how to create visualizations. They showed us how to alter settings and filter views, and provided resources for future questions. However, the instructor failed to cover data sources, connecting to data, etc. While it was helpful to see how users can use the data to create reports, they failed to properly instruct us on how to get the dataset in to begin with. We are still trying to figure out connections to certain databases (we have multiple different types).
    Incentivized
    Read full review
    Online Training
    Cloudera
    No answers on this topic
    Cloud Software Group
    The online training is good, provides a good base of knowledge. The video demonstrations were well-done and easy to follow along. Provided exercises are good as well, but I think there could be more challenging exercises. The training has also gone up in price significantly in the last 3 years (in USD, which hurts us even more in Canada), and I'm not sure it is worth the money it now costs (it is worth how much it cost 3 years ago, but not double that.)
    Incentivized
    Read full review
    Implementation Rating
    Cloudera
    No answers on this topic
    Cloud Software Group
    The original architecture I created for our implementation had only a particular set of internal business units in mind. Over the years, Spotfire gained in popularity in our company and was being utilized across many more business units. Soon, its usage went beyond what the original architectural implementation could provide. We've since learned about how the product is used by the different teams and are currently in the middle of rolling out a new architecture. I suggest:
    • Have clearly defined service level agreements with all the teams that will use Spotfire. Your business intelligence group might only need availability during normal working hours, but your production support group might need 24/7 availability. If these groups share one Spotfire server, maintenance of that server might be a problem.
    • Know the different types of data you will be working with. One group might be working with "public" data while another group might work with sensitive data. Design your Library accordingly and with the proper permissions.
    • Know the roles of the users of Spotfire. Will there only be a small set of report writers or does everyone have write access to the Library?
    • ALWAYS add a timestamp prompt to your reports. You don't want multiple users opening a report that will try and pull down millions of rows of data to their local workstations. Another option, of course, is to just hard code a time range in the backing database view (i.e. where activity_date >= sysdate - 90, etc.), but I'd rather educate/train the user base if possible.
    • This probably goes without saying, but if possible, point to a separate reporting database or a logical standby database. You don't want the company pounding on your primaries and take down your order system.
    Read full review
    Alternatives Considered
    Cloudera
    Cloudera is
    compatible with Windows operating systems, and Mac allows cloud-based
    deployment, it is also very useful to configure data encryption, guarantee
    protocols, and security policies. It also provides integrated auditing and
    monitoring capabilities, as well as a control comprehensive data repository for
    the enterprise, and ensures vendor compatibility through its open-source
    architecture.
    Incentivized
    Read full review
    Cloud Software Group
    Spotfire is significantly ahead of both products from an ETL and data ingestion capability. Spotfire also has substantially better visualizations than Power BI, and although the native visualizations aren't as flexible in Tableau, Spotfire enables users to create completely custom javascript visaualizations, which neither Tableau or Power BI has. Tableau and Power BI are likely only superior to Spotfire with respect to embedded analysis on a website.
    Read full review
    Scalability
    Cloudera
    No answers on this topic
    Cloud Software Group
    In an enterprise architecture, if Spotfire Advanced Data services(Composite Studio),data marts can be managed optimally and scalability in a data perspective is great. As the web player/consumer is directly proportional to RAM, if the enterprise can handle RAM requirement accomodating fail over mechanisms appropraitely, it is definitely scalable,
    Incentivized
    Read full review
    Return on Investment
    Cloudera
    • Cloudera products are the most widely. It is more business friendly as data is more secure. The sensitive data that you operate on is local to you and your project rather than processing this data on Cloud.
    • Cloudera is definitely faster as wait time is reduced if on Cloud.
    • A lot range of products are covered. So it is definitely good for businesses and had good returns on investments.
    Read full review
    Cloud Software Group
    • It is costly, so not suitable for small scale implementations.
    • Dashboards are as good as the developer, so need experience to get most out of it
    • You need to be on Spotfire 11 at least to implement out of the box visualizations
    • Integration with Python and R is a game changer, it comes very handy to onboard data scientists without much hassle
    • performance is exceptionally well.
    • Secure
    Incentivized
    Read full review
    ScreenShots

    Spotfire Screenshots

    Screenshot of Smart Visual AnalyticsScreenshot of Geospatial AnalyticsScreenshot of Intelligent Data WranglingScreenshot of Point-and-click Data ScienceScreenshot of Real-time Streaming Analytics