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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    MongoDB

    Score8.8 out of 10
    N/AMongoDB is an open source document-oriented database system. It is part of the NoSQL family of database systems. Instead of storing data in tables as is done in a "classical" relational database, MongoDB stores structured data as JSON-like documents with dynamic schemas (MongoDB calls the format BSON), making the integration of data in certain types of applications easier and faster.

    $0.10

    million reads

    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
    MongoDBZoho Analytics
    Editions & Modules
    Shared
    $0
    per month
    Serverless
    $0.10million reads
    million reads
    Dedicated
    $57
    per month
    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
    MongoDBZoho Analytics
    Free Trial
    YesYes
    Free/Freemium Version
    YesYes
    Premium Consulting/Integration Services
    NoYes
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional DetailsFully managed, global cloud database on AWS, Azure, and GCPThere 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
    Features
    MongoDBZoho Analytics
    NoSQL Databases
    Comparison of NoSQL Databases features of MongoDB and Zoho Analytics
    Feature
    MongoDB
    10.0
    39 Ratings
    16% above category average
    Zoho Analytics
    -
    Ratings
    Performance10.039 Ratings00 Ratings
    Availability10.039 Ratings00 Ratings
    Concurrency10.039 Ratings00 Ratings
    Security10.039 Ratings00 Ratings
    Scalability10.039 Ratings00 Ratings
    Data model flexibility10.039 Ratings00 Ratings
    Deployment model flexibility10.038 Ratings00 Ratings
    BI Standard Reporting
    Comparison of BI Standard Reporting features of MongoDB and Zoho Analytics
    Feature
    MongoDB
    -
    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 MongoDB and Zoho Analytics
    Feature
    MongoDB
    -
    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 MongoDB and Zoho Analytics
    Feature
    MongoDB
    -
    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 MongoDB and Zoho Analytics
    Feature
    MongoDB
    -
    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 MongoDB and Zoho Analytics
    Feature
    MongoDB
    -
    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 MongoDB and Zoho Analytics
    Feature
    MongoDB
    -
    Ratings
    Zoho Analytics
    6.4
    97 Ratings
    20% 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 MongoDB and Zoho Analytics
    Feature
    MongoDB
    -
    Ratings
    Zoho Analytics
    8.3
    65 Ratings
    7% above category average
    REST API00 Ratings8.161 Ratings
    iFrames00 Ratings8.553 Ratings
    Best Alternatives
    MongoDBZoho Analytics
    Small Businesses
    IBM Cloudant
    Score7.4 out of 10
    Cyfe
    Score4 out of 10
    Medium-sized Companies
    IBM Cloudant
    Score7.4 out of 10
    Qlik Cloud Analytics (Qlik Sense)
    Score8.1 out of 10
    Enterprises
    IBM Cloudant
    Score7.4 out of 10
    Sisense
    Score6.9 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    MongoDBZoho Analytics
    Likelihood to Recommend
    10.0
    (79 ratings)
    7.2
    (139 ratings)
    Likelihood to Renew
    10.0
    (67 ratings)
    8.9
    (9 ratings)
    Usability
    10.0
    (15 ratings)
    7.8
    (83 ratings)
    Availability
    9.0
    (1 ratings)
    9.1
    (1 ratings)
    Performance
    -
    (0 ratings)
    9.1
    (2 ratings)
    Support Rating
    9.6
    (13 ratings)
    5.4
    (18 ratings)
    Implementation Rating
    8.4
    (2 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
    MongoDBZoho Analytics
    Likelihood to Recommend
    MongoDB
    If asked by a colleague I would highly recommend MongoDB. MongoDB provides incredible flexibility and is quick and easy to set up. It also provides extensive documentation which is very useful for someone new to the tool. Though I've used it for years and still referenced the docs often. From my experience and the use cases I've worked on, I'd suggest using it anywhere that needs a fast, efficient storage space for non-relational data. If a relational database is needed then another tool would be more apt.
    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
    MongoDB
    • Being a JSON language optimizes the response time of a query, you can directly build a query logic from the same service
    • You can install a local, database-based environment rather than the non-relational real-time bases such a firebase does not allow, the local environment is paramount since you can work without relying on the internet.
    • Forming collections in Mango is relatively simple, you do not need to know of query to work with it, since it has a simple graphic environment that allows you to manage databases for those who are not experts in console management.
    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
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    Cons
    MongoDB
    • An aggregate pipeline can be a bit overwhelming as a newcomer.
    • There's still no real concept of joins with references/foreign keys, although the aggregate framework has a feature that is close.
    • Database management/dev ops can still be time-consuming if rolling your own deployments. (Thankfully there are plenty of providers like Compose or even MongoDB's own Atlas that helps take care of the nitty-gritty.
    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
    MongoDB
    I am looking forward to increasing our SaaS subscriptions such that I get to experience global replica sets, working in reads from secondaries, and what not. Can't wait to be able to exploit some of the power that the "Big Boys" use MongoDB for.
    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
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    Usability
    MongoDB
    NoSQL database systems such as MongoDB lack graphical interfaces by default and therefore to improve usability it is necessary to install third-party applications to see more visually the schemas and stored documents. In addition, these tools also allow us to visualize the commands to be executed for each operation.
    Incentivized
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    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
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    Reliability and Availability
    MongoDB
    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
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    Performance
    MongoDB
    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
    MongoDB
    Finding support from local companies can be difficult. There were times when the local company could not find a solution and we reached a solution by getting support globally. If a good local company is found, it will overcome all your problems with its global support.
    Incentivized
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    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
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    Implementation Rating
    MongoDB
    While the setup and configuration of MongoDB is pretty straight forward, having a vendor that performs automatic backups and scales the cluster automatically is very convenient. If you do not have a system administrator or DBA familiar with MongoDB on hand, it's a very good idea to use a 3rd party vendor that specializes in MongoDB hosting. The value is very well worth it over hosting it yourself since the cost is often reasonable among providers.
    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
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    Alternatives Considered
    MongoDB
    We have [measured] the speed in reading/write operations in high load and finally select the winner = MongoDBWe have [not] too much data but in case there will be 10 [times] more we need Cassandra. Cassandra's storage engine provides constant-time writes no matter how big your data set grows. For analytics, MongoDB provides a custom map/reduce implementation; Cassandra provides native Hadoop support.
    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
    MongoDB
    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
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    Return on Investment
    MongoDB
    • Open Source w/ reasonable support costs have a direct, positive impact on the ROI (we moved away from large, monolithic, locked in licensing models)
    • You do have to balance the necessary level of HA & DR with the number of servers required to scale up and scale out. Servers cost money - so DR & HR doesn't come for free (even though it's built into the architecture of MongoDB
    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
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    ScreenShots

    MongoDB Screenshots

    Product screenshotProduct screenshotProduct screenshotProduct screenshotProduct screenshotProduct screenshot

    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