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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Mathematica

    Score7 out of 10
    N/AWolfram's flagship product Mathematica is a modern technical computing application featuring a flexible symbolic coding language and a wide array of graphing and data visualization capabilities.

    $1,520

    per year

    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
    MathematicaZoho Analytics
    Editions & Modules
    Standard Cloud
    $1,520
    per year
    Standard Desktop
    $3,040
    one-time fee
    Standard Desktop & Cloud
    $3,344
    one-time fee
    Mathematica Enterprise Edition
    $8,150.00
    one-time fee
    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
    MathematicaZoho Analytics
    Free Trial
    NoYes
    Free/Freemium Version
    NoYes
    Premium Consulting/Integration Services
    NoYes
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional DetailsDiscounts available for students and educational institutions. The Network Edition reduce per-user license costs through shared deployment across any number of machines on a local-area network.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
    MathematicaZoho Analytics
    Considered Both Products
    Wolfram
    No answer on this topic
    Zoho
    No answer on this topic
    Key User Insights
    Would buy again
    No answers on this topic
    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
    No answers on this topic
    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
    MathematicaZoho Analytics
    BI Standard Reporting
    Comparison of BI Standard Reporting features of Wolfram Mathematica and Zoho Analytics
    Feature
    Wolfram Mathematica
    9.9
    6 Ratings
    20% above category average
    Zoho Analytics
    8.6
    135 Ratings
    5% above category average
    Pixel Perfect reports9.84 Ratings8.8106 Ratings
    Customizable dashboards9.94 Ratings8.5135 Ratings
    Report Formatting Templates9.96 Ratings00 Ratings
    Ad-hoc Reporting
    Comparison of Ad-hoc Reporting features of Wolfram Mathematica and Zoho Analytics
    Feature
    Wolfram Mathematica
    9.9
    9 Ratings
    23% above category average
    Zoho Analytics
    8.1
    137 Ratings
    1% above category average
    Drill-down analysis9.98 Ratings8.0131 Ratings
    Formatting capabilities9.98 Ratings7.6136 Ratings
    Integration with R or other statistical packages9.97 Ratings00 Ratings
    Report sharing and collaboration9.99 Ratings8.6137 Ratings
    Report Output and Scheduling
    Comparison of Report Output and Scheduling features of Wolfram Mathematica and Zoho Analytics
    Feature
    Wolfram Mathematica
    9.3
    8 Ratings
    13% above category average
    Zoho Analytics
    8.4
    129 Ratings
    2% above category average
    Publish to Web9.97 Ratings8.2108 Ratings
    Publish to PDF9.08 Ratings8.6127 Ratings
    Report Versioning9.97 Ratings00 Ratings
    Report Delivery Scheduling8.95 Ratings8.4112 Ratings
    Delivery to Remote Servers8.95 Ratings00 Ratings
    Data Discovery and Visualization
    Comparison of Data Discovery and Visualization features of Wolfram Mathematica and Zoho Analytics
    Feature
    Wolfram Mathematica
    9.9
    9 Ratings
    24% above category average
    Zoho Analytics
    8.0
    84 Ratings
    0% above category average
    Pre-built visualization formats (heatmaps, scatter plots etc.)9.99 Ratings8.280 Ratings
    Location Analytics / Geographic Visualization9.98 Ratings8.572 Ratings
    Predictive Analytics9.98 Ratings7.566 Ratings
    Access Control and Security
    Comparison of Access Control and Security features of Wolfram Mathematica and Zoho Analytics
    Feature
    Wolfram Mathematica
    -
    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 Wolfram Mathematica and Zoho Analytics
    Feature
    Wolfram Mathematica
    -
    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 Wolfram Mathematica and Zoho Analytics
    Feature
    Wolfram Mathematica
    -
    Ratings
    Zoho Analytics
    8.3
    65 Ratings
    7% above category average
    REST API00 Ratings8.161 Ratings
    iFrames00 Ratings8.553 Ratings
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    Score8.1 out of 10
    Enterprises
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    Score8.4 out of 10
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    All AlternativesView all alternativesView all alternatives
    User Ratings
    MathematicaZoho Analytics
    Likelihood to Recommend
    9.9
    (9 ratings)
    7.2
    (139 ratings)
    Likelihood to Renew
    -
    (0 ratings)
    8.9
    (9 ratings)
    Usability
    -
    (0 ratings)
    7.8
    (83 ratings)
    Availability
    -
    (0 ratings)
    9.1
    (1 ratings)
    Performance
    -
    (0 ratings)
    9.1
    (2 ratings)
    Support Rating
    9.5
    (2 ratings)
    5.4
    (18 ratings)
    Implementation Rating
    -
    (0 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
    -
    (0 ratings)
    7.2
    (71 ratings)
    Vendor post-sale
    -
    (0 ratings)
    7.3
    (1 ratings)
    Vendor pre-sale
    -
    (0 ratings)
    8.2
    (1 ratings)
    User Testimonials
    MathematicaZoho Analytics
    Likelihood to Recommend
    Wolfram
    We are the judgement that Wolfram Mathematica is despite many critics based on the paradigms selected a mark in the fields of the markets for computations of all kind. Wolfram Mathematica is even a choice in fields where other bolide systems reign most of the market. Wolfram Mathematica offers rich flexibility and internally standardizes the right methodologies for his user community. Wolfram Mathematica is not cheap and in need of a hard an long learner journey. That makes it weak in comparison with of-the-shelf-solution packages or even other programming languages. But for systematization of methods Wolfram Mathematica is far in front of almost all the other. Scientist and interested people are able to develop themself further and Wolfram Matheamatica users are a human variant for themself. The reach out for modern mathematics based science is deep and a unique unified framework makes the whole field of mathematics accessable comparable to the brain of Albert Einstein. The paradigms incorporated are the most efficients and consist in assembly on the market. The mathematics is covering and fullfills not just education requirements but the demands and needs of experts.
    Mathematica is incompatible with other systems for mCAx and therefore the borders between the systems are hard to overcome. Wolfram Mathematica should be consider one of the more open systems because other code can be imported and run but on the export side it is rathe incompatible by design purposes. A better standard for all that might solve the crisis but there is none in sight. Selection of knowledge of what works will be in the future even more focussed and general system might be one the lossy side. Knowledge of esthetics of what will be in the highest demand in necessary and Wolfram is not a leader in this field of science. Mathematics leves from gathering problems from application fields and less from the glory of itself and the formalization of this.
    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
    Wolfram
    • It allows straightforward integration of analytic analysis of algebraic expressions and their numerical implemented.
    • Supports varying programmatic paradigms, so one can choose what best fits the problem or task: pure functions, procedural programming, list processing, and even (with a bit of setup) object-oriented programming.
    • The extensive and rich tools for graphical rendering make it very easy to not just get 2D and 3D renderings of final output, but also to do quick-and-dirty 2D and 3D rendering of intermediate results and/or debugging results.
    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
    Wolfram
    • Should include more libraries and functions.
    • Should include more functions that can be used in Machine Learning.
    • Should include more functions that can be used in Data Science.
    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
    Wolfram
    No answers on this topic
    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
    Wolfram
    No answers on this topic
    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
    Wolfram
    No answers on this topic
    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
    Wolfram
    No answers on this topic
    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
    Wolfram
    Wolfram Mathematica is a nice software package. It has very nice features and easy to install and use in your machine. Besides this, there is a nice support from Wolfram. They come to the university frequently to give seminars in Mathematica. I think this is the best thing they are doing. That is very helpful for graduate and undergraduate students who are using Mathematica in their research.
    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
    Implementation Rating
    Wolfram
    No answers on this topic
    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
    Wolfram
    We have evaluated and are using in some cases the Python language in concert with the Jupyter notebook interface. For UI, we using libraries like React to create visually stunning visualizations of such models. Mathematica compares favorably to this alternative in terms of speed of development. Mathematica compares unfavorably to this alternative in terms of license costs.
    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
    Wolfram
    No answers on this topic
    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
    Wolfram
    • Easy to solve huge mathematical equations, so it saved time there
    • Doing analysis and plotting graphs is also another plus point
    • Learning is very slow, and it took lot of time to learn its scripting language
    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