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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    SingleStore

    Score8.2 out of 10
    N/ASingleStore aims to enable organizations to scale from one to one million customers, handling SQL, JSON, full text and vector workloads in one unified platform.

    $0.69

    per hour

    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
    SingleStoreZoho Analytics
    Editions & Modules
    OnDemand
    $0.69
    per hour
    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
    SingleStoreZoho Analytics
    Free Trial
    YesYes
    Free/Freemium Version
    YesYes
    Premium Consulting/Integration Services
    YesYes
    Entry-level Setup FeeOptionalNo 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
    SingleStoreZoho Analytics
    Considered Both Products
    SingleStore
    No answer on this topic
    Zoho
    No answer on this topic
    Key User Insights
    Would buy again
    97%
    Would buy again
    73 Answers
    95%
    Would buy again
    78 Answers
    Delivers good value for the price
    96%
    Delivers good value for the price
    65 Answers
    96%
    Delivers good value for the price
    71 Answers
    Happy with the feature set
    97%
    Happy with the feature set
    73 Answers
    96%
    Happy with the feature set
    79 Answers
    Lived up to sales and marketing promises
    96%
    Lived up to sales and marketing promises
    55 Answers
    96%
    Lived up to sales and marketing promises
    70 Answers
    Implementation went as expected
    95%
    Implementation went as expected
    63 Answers
    95%
    Implementation went as expected
    72 Answers
    Features
    SingleStoreZoho Analytics
    Relational Databases
    Comparison of Relational Databases features of SingleStore and Zoho Analytics
    Feature
    SingleStore
    6.9
    3 Ratings
    16% below category average
    Zoho Analytics
    -
    Ratings
    ACID compliance5.93 Ratings00 Ratings
    Database monitoring7.43 Ratings00 Ratings
    Database locking6.63 Ratings00 Ratings
    Encryption7.43 Ratings00 Ratings
    Disaster recovery5.93 Ratings00 Ratings
    Flexible deployment7.73 Ratings00 Ratings
    Multiple datatypes7.43 Ratings00 Ratings
    BI Standard Reporting
    Comparison of BI Standard Reporting features of SingleStore and Zoho Analytics
    Feature
    SingleStore
    -
    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 SingleStore and Zoho Analytics
    Feature
    SingleStore
    -
    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 SingleStore and Zoho Analytics
    Feature
    SingleStore
    -
    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 SingleStore and Zoho Analytics
    Feature
    SingleStore
    -
    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 SingleStore and Zoho Analytics
    Feature
    SingleStore
    -
    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 SingleStore and Zoho Analytics
    Feature
    SingleStore
    -
    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 SingleStore and Zoho Analytics
    Feature
    SingleStore
    -
    Ratings
    Zoho Analytics
    8.3
    65 Ratings
    7% above category average
    REST API00 Ratings8.161 Ratings
    iFrames00 Ratings8.553 Ratings
    Best Alternatives
    SingleStoreZoho Analytics
    Small Businesses
    Amazon RDS
    Score8.1 out of 10
    Cyfe
    Score4 out of 10
    Medium-sized Companies
    SAP HANA Cloud
    Score8.9 out of 10
    Qlik Cloud Analytics (Qlik Sense)
    Score8.1 out of 10
    Enterprises
    SAP IQ
    Score5.4 out of 10
    Sisense
    Score6.9 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    SingleStoreZoho Analytics
    Likelihood to Recommend
    7.2
    (76 ratings)
    7.2
    (139 ratings)
    Likelihood to Renew
    8.2
    (6 ratings)
    8.9
    (9 ratings)
    Usability
    7.8
    (12 ratings)
    7.8
    (83 ratings)
    Availability
    8.4
    (3 ratings)
    9.1
    (1 ratings)
    Performance
    7.3
    (50 ratings)
    9.1
    (2 ratings)
    Support Rating
    8.2
    (10 ratings)
    5.4
    (18 ratings)
    Online Training
    8.0
    (2 ratings)
    -
    (0 ratings)
    Implementation Rating
    8.0
    (3 ratings)
    5.5
    (3 ratings)
    Configurability
    8.2
    (1 ratings)
    -
    (0 ratings)
    Data Sharing and Collaboration
    -
    (0 ratings)
    7.7
    (51 ratings)
    Data Sources
    -
    (0 ratings)
    8.8
    (51 ratings)
    Ease of integration
    8.2
    (2 ratings)
    7.3
    (1 ratings)
    Product Scalability
    8.2
    (3 ratings)
    7.2
    (71 ratings)
    Vendor post-sale
    8.2
    (3 ratings)
    7.3
    (1 ratings)
    Vendor pre-sale
    8.2
    (3 ratings)
    8.2
    (1 ratings)
    User Testimonials
    SingleStoreZoho Analytics
    Likelihood to Recommend
    SingleStore
    Good for Applications needing instant insights on large, streaming datasets. Applications processing continuous data streams with low latency. When a multi-cloud, high-availability database is required When NOT to Use Small-scale applications with limited budgets Projects that do not require real-time analytics or distributed scaling Teams without experience in distributed databases and HTAP architectures.
    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
    SingleStore
    • Technical support is stellar -- far above and beyond anything I've experienced with any other company.
    • When we compared SingleStore to other databases two years ago, we found SingleStore performance to be far superior.
    • Pipeline data ingestion is exceptionally fast.
    • The ability to combine transactional and analytical workloads without compromising performance is very impressive.
    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
    SingleStore
    • It does not release a patch to have back porting; it just releases a new version and stops support; it's difficult to keep up to that pace.
    • Support engineers lack expertise, but they seem to be improving organically.
    • Lacks enterprise CDC capability: Change data capture (CDC) is a process that tracks and records changes made to data in a database and then delivers those changes to other systems in real time.
    • For enterprise-level backup & restore capability, we had to implement our model via Velero snapshot backup.
    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
    SingleStore
    We haven't seen a faster relation database. Period. Which is why we are super happy customers and will for sure renew our license.
    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
    SingleStore
    [Until it is] supported on AWS ECS containers, I will reserve a higher rating for SingleStore. Right now it works well on EC2 and serves our current purpose, [but] would look forward to seeing SingleStore respond to our urge of feature in a shorter time period with high quality and security.
    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
    SingleStore
    Solutions are based around a business needs and even when implementing such solution, real time insights are also followed through showing the updates the business are implementing while informing the end users as what is new with technology.
    Incentivized
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    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
    SingleStore
    SingleStore excels in real-time analytics and low-latency transactions, making it ideal for operational analytics and mixed workloads. Snowflake shines in batch analytics and data warehousing with strong scalability for large datasets. SingleStore offers faster data ingestion and query execution for real-time use cases, while Snowflake is better for complex analytical queries on historical data.
    Incentivized
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    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
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    Support Rating
    SingleStore
    The support deep dives into our most complexed queries and bizarre issues that sometimes only we get comparing to other clients. Our special workload (thousands of Kafka pipelines + high concurrency of queries). The response match to the priority of the request, P1 gets immediate return call. Missing features are treated, they become a client request and being added to the roadmap after internal consideration on all client needs and priority. Bugs are patched quite fast, depends on the impact and feasible temporary workarounds. There is no issue that we haven't got a proper answer, resolution or reasoning
    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
    Online Training
    SingleStore
    Would prefer in person training but for online training, it's almost as good as in person
    Incentivized
    Read full review
    Zoho
    No answers on this topic
    Implementation Rating
    SingleStore
    We allowed 2-3 months for a thorough evaluation. We saw pretty quickly that we were likely to pick SingleStore, so we ported some of our stored procedures to SingleStore in order to take a deeper look. Two SingleStore people worked closely with us to ensure that we did not have any blocking problems. It all went remarkably smoothly.
    Incentivized
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    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
    SingleStore
    Greenplum is good in handling very large amount of data. Concurrency in Greenplum was a major problem. Features available in SingleStore like Pipelines and in memory features are not available in Greenplum. Gemfire was not scaling well like SingleStore. Support of both Greenplum and Gemfire was not good. Product team did not help us much like the ones in SingleStore who helped us getting started on our first cluster very fast.
    Incentivized
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    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
    SingleStore
    Very reliable. Coming from mariadb, singlestore has made our application more reliable and faster!
    Incentivized
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    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
    SingleStore
    • As the overall performance and functionality were expanded, we are able to deliver our data much faster than before, which increases the demand for data.
    • Metadata is available in the platform by default, like metadata on the pipelines. Also, the information schema has lots of metadata, making it easy to load our assets to the data catalog.
    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

    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