TrustRadius: an HG Insights company

IBM Watson Studio on Cloud Pak for Data vs. Zoho Analytics

Save this comparison

Save this comparison

Add Product

Recommended Comparisons

    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    IBM Watson Studio

    Score10 out of 10
    N/AIBM Watson Studio enables users to build, run and manage AI models, and optimize decisions at scale across any cloud. IBM Watson Studio enables users can operationalize AI anywhere as part of IBM Cloud Pak® for Data, the IBM data and AI platform. The vendor states the solution simplifies AI lifecycle management and accelerates time to value with an open, flexible multicloud architecture.N/A

    Zoho Analytics

    Score8.4 out of 10
    Small Businesses (1-50 employees)
    Zoho Analytics is a self-service BI and analytics platform that uncovers patterns, spots emerging trends, tracks business metrics, and detects anomalies. Designed for ease of use, it enables business users to create reports and dashboards independently, without relying on IT.

    $60

    per month 5 users

    Pricing
    IBM Watson StudioZoho Analytics
    Editions & Modules
    No answers on this topic
    Standard
    $60
    per month Starts at 5 Users
    Premium
    $145
    per month Starts at 15 Users
    Enterprise
    $575
    per month Starts at 50 Users
    Offerings
    Pricing Offerings
    IBM Watson StudioZoho Analytics
    Free Trial
    NoYes
    Free/Freemium Version
    NoYes
    Premium Consulting/Integration Services
    NoYes
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details—There is a 20% discount for all plans if subscribed yearly. Customers can buy add-on rows and users, in addition to the plans listed above.
    More Pricing Information
    Community Pulse
    IBM Watson StudioZoho Analytics
    Considered Both Products
    IBM
    No answer on this topic
    Zoho
    No answer on this topic
    Key User Insights
    Would buy again
    100%
    Would buy again
    5 Answers
    95%
    Would buy again
    78 Answers
    Delivers good value for the price
    No answers on this topic
    96%
    Delivers good value for the price
    71 Answers
    Happy with the feature set
    100%
    Happy with the feature set
    5 Answers
    96%
    Happy with the feature set
    79 Answers
    Lived up to sales and marketing promises
    No answers on this topic
    96%
    Lived up to sales and marketing promises
    70 Answers
    Implementation went as expected
    No answers on this topic
    95%
    Implementation went as expected
    72 Answers
    Features
    IBM Watson StudioZoho Analytics
    Platform Connectivity
    Comparison of Platform Connectivity features of IBM Watson Studio on Cloud Pak for Data and Zoho Analytics
    Feature
    IBM Watson Studio on Cloud Pak for Data
    8.1
    22 Ratings
    3% below category average
    Zoho Analytics
    -
    Ratings
    Connect to Multiple Data Sources8.022 Ratings00 Ratings
    Extend Existing Data Sources8.022 Ratings00 Ratings
    Automatic Data Format Detection10.021 Ratings00 Ratings
    MDM Integration6.414 Ratings00 Ratings
    Data Exploration
    Comparison of Data Exploration features of IBM Watson Studio on Cloud Pak for Data and Zoho Analytics
    Feature
    IBM Watson Studio on Cloud Pak for Data
    10.0
    22 Ratings
    17% above category average
    Zoho Analytics
    -
    Ratings
    Visualization10.022 Ratings00 Ratings
    Interactive Data Analysis10.022 Ratings00 Ratings
    Data Preparation
    Comparison of Data Preparation features of IBM Watson Studio on Cloud Pak for Data and Zoho Analytics
    Feature
    IBM Watson Studio on Cloud Pak for Data
    9.5
    22 Ratings
    15% above category average
    Zoho Analytics
    -
    Ratings
    Interactive Data Cleaning and Enrichment10.022 Ratings00 Ratings
    Data Transformations10.021 Ratings00 Ratings
    Data Encryption8.020 Ratings00 Ratings
    Built-in Processors10.021 Ratings00 Ratings
    Platform Data Modeling
    Comparison of Platform Data Modeling features of IBM Watson Studio on Cloud Pak for Data and Zoho Analytics
    Feature
    IBM Watson Studio on Cloud Pak for Data
    9.5
    22 Ratings
    12% above category average
    Zoho Analytics
    -
    Ratings
    Multiple Model Development Languages and Tools10.021 Ratings00 Ratings
    Automated Machine Learning10.022 Ratings00 Ratings
    Single platform for multiple model development10.022 Ratings00 Ratings
    Self-Service Model Delivery8.020 Ratings00 Ratings
    Model Deployment
    Comparison of Model Deployment features of IBM Watson Studio on Cloud Pak for Data and Zoho Analytics
    Feature
    IBM Watson Studio on Cloud Pak for Data
    8.0
    22 Ratings
    6% below category average
    Zoho Analytics
    -
    Ratings
    Flexible Model Publishing Options9.022 Ratings00 Ratings
    Security, Governance, and Cost Controls7.022 Ratings00 Ratings
    BI Standard Reporting
    Comparison of BI Standard Reporting features of IBM Watson Studio on Cloud Pak for Data and Zoho Analytics
    Feature
    IBM Watson Studio on Cloud Pak for Data
    -
    Ratings
    Zoho Analytics
    8.6
    135 Ratings
    5% above category average
    Pixel Perfect reports00 Ratings8.8106 Ratings
    Customizable dashboards00 Ratings8.5135 Ratings
    Ad-hoc Reporting
    Comparison of Ad-hoc Reporting features of IBM Watson Studio on Cloud Pak for Data and Zoho Analytics
    Feature
    IBM Watson Studio on Cloud Pak for Data
    -
    Ratings
    Zoho Analytics
    8.1
    137 Ratings
    1% above category average
    Drill-down analysis00 Ratings8.0131 Ratings
    Formatting capabilities00 Ratings7.6136 Ratings
    Report sharing and collaboration00 Ratings8.6137 Ratings
    Report Output and Scheduling
    Comparison of Report Output and Scheduling features of IBM Watson Studio on Cloud Pak for Data and Zoho Analytics
    Feature
    IBM Watson Studio on Cloud Pak for Data
    -
    Ratings
    Zoho Analytics
    8.4
    129 Ratings
    2% above category average
    Publish to Web00 Ratings8.2108 Ratings
    Publish to PDF00 Ratings8.6127 Ratings
    Report Delivery Scheduling00 Ratings8.4112 Ratings
    Data Discovery and Visualization
    Comparison of Data Discovery and Visualization features of IBM Watson Studio on Cloud Pak for Data and Zoho Analytics
    Feature
    IBM Watson Studio on Cloud Pak for Data
    -
    Ratings
    Zoho Analytics
    8.0
    84 Ratings
    0% above category average
    Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings8.280 Ratings
    Location Analytics / Geographic Visualization00 Ratings8.572 Ratings
    Predictive Analytics00 Ratings7.566 Ratings
    Access Control and Security
    Comparison of Access Control and Security features of IBM Watson Studio on Cloud Pak for Data and Zoho Analytics
    Feature
    IBM Watson Studio on Cloud Pak for Data
    -
    Ratings
    Zoho Analytics
    8.5
    129 Ratings
    0% above category average
    Multi-User Support (named login)00 Ratings8.6127 Ratings
    Role-Based Security Model00 Ratings8.972 Ratings
    Multiple Access Permission Levels (Create, Read, Delete)00 Ratings8.5122 Ratings
    Report-Level Access Control00 Ratings8.030 Ratings
    Single Sign-On (SSO)00 Ratings8.574 Ratings
    Mobile Capabilities
    Comparison of Mobile Capabilities features of IBM Watson Studio on Cloud Pak for Data and Zoho Analytics
    Feature
    IBM Watson Studio on Cloud Pak for Data
    -
    Ratings
    Zoho Analytics
    6.4
    97 Ratings
    19% below category average
    Responsive Design for Web Access00 Ratings7.371 Ratings
    Mobile Application00 Ratings4.373 Ratings
    Dashboard / Report / Visualization Interactivity on Mobile00 Ratings5.986 Ratings
    Application Program Interfaces (APIs) / Embedding
    Comparison of Application Program Interfaces (APIs) / Embedding features of IBM Watson Studio on Cloud Pak for Data and Zoho Analytics
    Feature
    IBM Watson Studio on Cloud Pak for Data
    -
    Ratings
    Zoho Analytics
    8.3
    65 Ratings
    7% above category average
    REST API00 Ratings8.161 Ratings
    iFrames00 Ratings8.553 Ratings
    Best Alternatives
    IBM Watson StudioZoho Analytics
    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
    Posit
    Score10 out of 10
    Sisense
    Score6.9 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    IBM Watson StudioZoho Analytics
    Likelihood to Recommend
    8.0
    (65 ratings)
    7.2
    (139 ratings)
    Likelihood to Renew
    8.2
    (1 ratings)
    8.9
    (9 ratings)
    Usability
    9.6
    (2 ratings)
    7.8
    (83 ratings)
    Availability
    8.2
    (1 ratings)
    9.1
    (1 ratings)
    Performance
    8.2
    (1 ratings)
    9.1
    (2 ratings)
    Support Rating
    8.2
    (1 ratings)
    5.4
    (18 ratings)
    In-Person Training
    8.2
    (1 ratings)
    -
    (0 ratings)
    Online Training
    8.2
    (1 ratings)
    -
    (0 ratings)
    Implementation Rating
    7.3
    (1 ratings)
    5.5
    (3 ratings)
    Data Sharing and Collaboration
    -
    (0 ratings)
    7.7
    (51 ratings)
    Data Sources
    -
    (0 ratings)
    8.8
    (51 ratings)
    Ease of integration
    -
    (0 ratings)
    7.3
    (1 ratings)
    Product Scalability
    8.2
    (1 ratings)
    7.2
    (71 ratings)
    Vendor post-sale
    7.3
    (1 ratings)
    7.3
    (1 ratings)
    Vendor pre-sale
    8.2
    (1 ratings)
    8.2
    (1 ratings)
    User Testimonials
    IBM Watson StudioZoho Analytics
    Likelihood to Recommend
    IBM
    It has a lot of features that are good for teams working on large-scale projects and continuously developing and reiterating their data project models. Really helpful when dealing with large data. It is a kind of one-stop solution for all data science tasks like visualization, cleaning, analyzing data, and developing models but small teams might find a lot of features unuseful.
    Incentivized
    Read full review
    Zoho
    Zoho Analytics is the best way to consume data created by Zoho products . It's robust and quick build formula libraries and auto generated reports. A data source can be integrated and be ready for consumption within minutes. This gives a well developed baseline for organizing to develop advance analytics. It's mobile dashboards are very intuitive and useful for leaders who are on the move.
    Read full review
    Pros
    IBM
    • Integration of IBM Watson APIs such as speech to text, image recognition, personality insights, etc.
    • SPSS modeler and neural network model provide no-code environments for data scientists to build pipelines quickly.
    • Enforced best-practices set up POCs for deployment in production with a minimum of re-work.
    • Estimator validation lets data scientists test and prove different models.
    Incentivized
    Read full review
    Zoho
    • Zoho Analytics’ predictive analytics capabilities can help forecast future trends, allowing for proactive planning and risk management.
    • Performance Monitoring: We can track key performance indicators (KPIs) across departments, such as sales, marketing, finance, and HR. This aids in identifying bottlenecks and areas for improvement.
    • Decision making regarding resource allocation.
    Incentivized
    Read full review
    Cons
    IBM
    • The cost is steep and so only companies with resources can afford it
    • It will be nice to have Chinese versions so that Chinese engineers can also use it easily
    • It takes a while to learn how to input different kinds of skin defects for detection
    Incentivized
    Read full review
    Zoho
    • I'm guessing it's out there somewhere but I really could have used a 'quick start guide' or guided start.
    • Once I figured it out, it makes sense how to make sure the right data is provided in order to make dashboards quite flexible--- but without examples, I found it quite a challenge
    • The initial organization of Analytics is NOT intuitive. Once in context, the organizational features make sense, but (at least initially) it would have been most useful if the organization of Analytics reports in Zoho Analytics had saved me a lot of time.
    Incentivized
    Read full review
    Likelihood to Renew
    IBM
    because we find out that DSX results have improved our approach to the whole subject (data, models, procedures)
    Incentivized
    Read full review
    Zoho
    I'd give this an 11 if I could! As our business moves forward we hope to use Zoho Analytics more then we do now. Creating better reports and dashboards for our management team to evaluate the health of our business and to provide more insightful reports for our customers. The possibilities are endless with this tool
    Incentivized
    Read full review
    Usability
    IBM
    The UI flawlessly merges this offering by providing a neat, minimal, responsive interface
    Incentivized
    Read full review
    Zoho
    For an end user, Zoho Analytics is pretty easy to use and very easy to access the dashboard. Linking data from multiple sources is very convenient. Multiple people can work on preparing and publishing the dashboards simultaneously, which helps delegate tasks.
    Incentivized
    Read full review
    Reliability and Availability
    IBM
    From time to time there are services unavailable, but we have been always informed before and they got back to work sooner than expected
    Incentivized
    Read full review
    Zoho
    ZOHO is a very reliable company/product. We never had any issues with downtime or inaccessibility to our data. Any type of maintenance that they had to perform was clearly communicated and never an issue. We use a lot of external hooks and we've never had any issues with getting ZOHO to communicate with any of those hooks.
    Incentivized
    Read full review
    Performance
    IBM
    Never had slow response even on our very busy network
    Incentivized
    Read full review
    Zoho
    ZOHO has obviously invested a lot of time effort and money in to creating a reliable infrastructure with high availability. We've never had any issues with performance and all of our data crunching small to large has always been well within reason. We have come to appreciate the performance of ZOHO and will continue to use it for all of our data needs.
    Incentivized
    Read full review
    Support Rating
    IBM
    I received answers mostly at once and got answered even further my question: they gave me interesting points of view and suggestion for deepening in the learning path
    Incentivized
    Read full review
    Zoho
    The support team is honestly not that great. At times, it seems as if members of our own team know more about the product than the support team. They must not have a lot of training or the turnaround is quick
    Incentivized
    Read full review
    In-Person Training
    IBM
    The trainers on the job are very smart with solutions and very able in teaching
    Incentivized
    Read full review
    Zoho
    No answers on this topic
    Online Training
    IBM
    The Platform is very handy and suggests further steps according my previous interests
    Incentivized
    Read full review
    Zoho
    No answers on this topic
    Implementation Rating
    IBM
    It surprised us with unpredictable case of use and brand new points of view
    Incentivized
    Read full review
    Zoho
    If your external data sources are previously organized and correlated (e.g.: in your datawarehouse or database) your implementation will be easier. Of cource some not previously predicted correlation would be necessary to be done during the implementation, but if your organization let it to be all done into Zoho Analytics, it will take more time from your team.
    Incentivized
    Read full review
    Alternatives Considered
    IBM
    The main reason I personally changed over from Azure ML Studio is because it lacked any support for significant custom modelling with packages and services such as TensorFlow, scikit-learn, Microsoft Cognitive Toolkit and Spark ML. IBM Watson Studio provides these services and does so in a well integrated and easy to use fashion making it a preferable service over the other services that I have personally used.
    Incentivized
    Read full review
    Zoho
    Zoho Analytics has the best UI and user friendly to create reports and dashboard along with features like Zia Assistance that guide in creating reports and dashboard and also help in the forecasting of the data based on the past records.
    Read full review
    Scalability
    IBM
    It helped us in getting from 0 to DSX without getting lost
    Incentivized
    Read full review
    Zoho
    As far as I know, Zoho Analytics has been able to fulfill every need we've had for it. Our reports have gotten better and more detailed with pretty much every new issue of our magazine. It just keeps getting better, and we keep feeding it more data to digest and present to us.
    Incentivized
    Read full review
    Return on Investment
    IBM
    • Could instantly show data driven insights to drive 20% incremental revenue over existing results
    • Still don't have a real use case for unstructured data like twitter feed
    • Some of the insights around user actions have driven new projects to automate mundane tasks
    Incentivized
    Read full review
    Zoho
    • Analytics has been the foundation of my role. I manage 2000 accounts myself, so I need analytics to help me know whom to serve first.
    • Analytics provides a lot of visualization options that I need to serve my customers.
    • Analytics has excellent options for accountability with our training team to know where each account is in their customer journey.
    Incentivized
    Read full review
    ScreenShots

    Zoho Analytics Screenshots

    Screenshot of some of the available 500+ native integrations that unify data across a business for a holistic analysisScreenshot of the visual data pipeline builder used to create data flows with data stagesScreenshot of where to turn questions into insights with Ask Zia.Screenshot of an example of the actionable insights, powered by Zia insights's key driver analysis.Screenshot of Get instant, at-a-glance insights with dynamic dashboards.Screenshot of the interface to build and deploy ML models with the no-code AutoML platform