Apache Hadoop vs. Zoho Analytics

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Hadoop
Score 7.4 out of 10
N/A
Hadoop is an open source software from Apache, supporting distributed processing and data storage. Hadoop is popular for its scalability, reliability, and functionality available across commoditized hardware.N/A
Zoho Analytics
Score 8.4 out of 10
Small Businesses (1-50 employees)
Zoho Analytics (formerly Zoho Reports) is a self-service BI and analytics platform that allows users to analyze their business data and create reports and dashboards. It is designed to help users create and share reports quickly, without IT assistance.
$30
per month 2 users
Pricing
Apache HadoopZoho Analytics
Editions & Modules
No answers on this topic
Basic
$30
0.5M rows, 2 users
Professional
$30
per user per month billed annually
Standard
$60
1M rows, 5 users
Premium
$145
5M rows, 15 users
Enterprise
$575
50M rows, 50 users
Offerings
Pricing Offerings
HadoopZoho Analytics
Free Trial
NoYes
Free/Freemium Version
YesYes
Premium Consulting/Integration Services
NoYes
Entry-level Setup FeeNo setup feeNo setup fee
Additional DetailsThere 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
Apache HadoopZoho Analytics
Features
Apache HadoopZoho Analytics
BI Standard Reporting
Comparison of BI Standard Reporting features of Product A and Product B
Apache Hadoop
-
Ratings
Zoho Analytics
8.8
135 Ratings
7% above category average
Pixel Perfect reports00 Ratings8.8106 Ratings
Customizable dashboards00 Ratings8.8135 Ratings
Ad-hoc Reporting
Comparison of Ad-hoc Reporting features of Product A and Product B
Apache Hadoop
-
Ratings
Zoho Analytics
8.3
137 Ratings
3% above category average
Drill-down analysis00 Ratings8.3131 Ratings
Formatting capabilities00 Ratings7.7136 Ratings
Report sharing and collaboration00 Ratings8.8137 Ratings
Report Output and Scheduling
Comparison of Report Output and Scheduling features of Product A and Product B
Apache Hadoop
-
Ratings
Zoho Analytics
8.7
129 Ratings
5% above category average
Publish to Web00 Ratings8.7108 Ratings
Publish to PDF00 Ratings8.7127 Ratings
Report Delivery Scheduling00 Ratings8.8112 Ratings
Data Discovery and Visualization
Comparison of Data Discovery and Visualization features of Product A and Product B
Apache Hadoop
-
Ratings
Zoho Analytics
8.3
84 Ratings
5% above category average
Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings8.580 Ratings
Location Analytics / Geographic Visualization00 Ratings8.772 Ratings
Predictive Analytics00 Ratings7.666 Ratings
Access Control and Security
Comparison of Access Control and Security features of Product A and Product B
Apache Hadoop
-
Ratings
Zoho Analytics
8.6
129 Ratings
1% above category average
Multi-User Support (named login)00 Ratings8.9127 Ratings
Role-Based Security Model00 Ratings8.972 Ratings
Multiple Access Permission Levels (Create, Read, Delete)00 Ratings8.8122 Ratings
Report-Level Access Control00 Ratings7.930 Ratings
Single Sign-On (SSO)00 Ratings8.574 Ratings
Mobile Capabilities
Comparison of Mobile Capabilities features of Product A and Product B
Apache Hadoop
-
Ratings
Zoho Analytics
7.4
97 Ratings
6% below category average
Responsive Design for Web Access00 Ratings7.971 Ratings
Mobile Application00 Ratings6.673 Ratings
Dashboard / Report / Visualization Interactivity on Mobile00 Ratings7.286 Ratings
Application Program Interfaces (APIs) / Embedding
Comparison of Application Program Interfaces (APIs) / Embedding features of Product A and Product B
Apache Hadoop
-
Ratings
Zoho Analytics
8.2
65 Ratings
5% above category average
REST API00 Ratings8.261 Ratings
iFrames00 Ratings8.253 Ratings
Best Alternatives
Apache HadoopZoho Analytics
Small Businesses

No answers on this topic

Yellowfin
Yellowfin
Score 9.0 out of 10
Medium-sized Companies
Cloudera Manager
Cloudera Manager
Score 9.9 out of 10
Reveal
Reveal
Score 10.0 out of 10
Enterprises
IBM Analytics Engine
IBM Analytics Engine
Score 7.6 out of 10
Jaspersoft Community Edition
Jaspersoft Community Edition
Score 9.7 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
Apache HadoopZoho Analytics
Likelihood to Recommend
8.0
(37 ratings)
8.2
(139 ratings)
Likelihood to Renew
9.6
(8 ratings)
9.0
(9 ratings)
Usability
8.0
(6 ratings)
8.3
(83 ratings)
Availability
-
(0 ratings)
9.1
(1 ratings)
Performance
8.0
(1 ratings)
9.1
(2 ratings)
Support Rating
7.5
(3 ratings)
6.4
(18 ratings)
Online Training
6.1
(2 ratings)
-
(0 ratings)
Implementation Rating
-
(0 ratings)
5.6
(3 ratings)
Ease of integration
-
(0 ratings)
7.3
(1 ratings)
Product Scalability
-
(0 ratings)
8.1
(71 ratings)
Vendor post-sale
-
(0 ratings)
7.3
(1 ratings)
Vendor pre-sale
-
(0 ratings)
8.2
(1 ratings)
User Testimonials
Apache HadoopZoho Analytics
Likelihood to Recommend
Apache
Altogether, I want to say that Apache Hadoop is well-suited to a larger and unstructured data flow like an aggregation of web traffic or even advertising. I think Apache Hadoop is great when you literally have petabytes of data that need to be stored and processed on an ongoing basis. Also, I would recommend that the software should be supplemented with a faster and interactive database for a better querying service. Lastly, it's very cost-effective so it is good to give it a shot before coming to any conclusion.
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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.
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Pros
Apache
  • Handles large amounts of unstructured data well, for business level purposes
  • Is a good catchall because of this design, i.e. what does not fit into our vertical tables fits here.
  • Decent for large ETL pipelines and logging free-for-alls because of this, also.
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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.
Read full review
Cons
Apache
  • Less organizational support system. Bugs need to be fixed and outside help take a long time to push updates
  • Not for small data sets
  • Data security needs to be ramped up
  • Failure in NameNode has no replication which takes a lot of time to recover
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.
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Likelihood to Renew
Apache
Hadoop is organization-independent and can be used for various purposes ranging from archiving to reporting and can make use of economic, commodity hardware. There is also a lot of saving in terms of licensing costs - since most of the Hadoop ecosystem is available as open-source and is free
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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
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Usability
Apache
As Hadoop enterprise licensed version is quite fine tuned and easy to use makes it good choice for Hadoop administrators. It’s scalability and integration with Kerberos is good option for authentication and authorisation. installation can be improved. logging can be improved so that it become easier for debugging purposes. parallel processing of data is achieved easily.
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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.
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Reliability and Availability
Apache
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.
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Performance
Apache
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.
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Support Rating
Apache
It's a great value for what you pay, and most Data Base Administrators (DBAs) can walk in and use it without substantial training. I tend to dabble on the analyst side, so querying the data I need feels like it can take forever, especially on higher traffic days like Monday.
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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
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Online Training
Apache
Hadoop is a complex topic and best suited for classrom training. Online training are a waste of time and money.
Read full review
Zoho
No answers on this topic
Implementation Rating
Apache
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.
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Alternatives Considered
Apache
Not used any other product than Hadoop and I don't think our company will switch to any other product, as Hadoop is providing excellent results. Our company is growing rapidly, Hadoop helps to keep up our performance and meet customer expectations. We also use HDFS which provides very high bandwidth to support MapReduce workloads.
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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.
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Scalability
Apache
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.
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Return on Investment
Apache
  • There are many advantages of Hadoop as first it has made the management and processing of extremely colossal data very easy and has simplified the lives of so many people including me.
  • Hadoop is quite interesting due to its new and improved features plus innovative functions.
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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.
Read full review
ScreenShots

Zoho Analytics Screenshots

Screenshot of Zia Insights, which provides contextual intelligence with detailed diagnostics.Screenshot of where OpenAI's large language models (LLMs) are leveraged within Ask Zia to build complex queries, construct metrics and formulas, and discover public datasets.Screenshot of key metrics with KPI charts.Screenshot of streaming data, which is available for real-time insights. Users can process streams from Google Pub/Sub, Kafka, PubNub and APIs.Screenshot of reports accessed from iPad and Android tablets.Screenshot of custom machine learning models, available with a no-code assistant.