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CloverETL vs Zoho Analytics comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 1, 2025

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

CloverETL
Ranking in Data Visualization
37th
Average Rating
7.0
Reviews Sentiment
6.8
Number of Reviews
2
Ranking in other categories
Data Integration (61st)
Zoho Analytics
Ranking in Data Visualization
16th
Average Rating
8.4
Reviews Sentiment
6.6
Number of Reviews
25
Ranking in other categories
BI (Business Intelligence) Tools (24th), Reporting (18th), Embedded BI (9th)
 

Mindshare comparison

As of August 2025, in the Data Visualization category, the mindshare of CloverETL is 0.3%, up from 0.3% compared to the previous year. The mindshare of Zoho Analytics is 1.2%, down from 1.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Visualization
 

Featured Reviews

it_user856614 - PeerSpot reviewer
Very easy to schedule jobs and monitor them, however we run out heap space even with a high allocation
Flexibility: We can bring in data from multiple sources, e.g., databases, text files, JSON, email, XML, etc. This has been very helpful Connectivity to various data sources: The ability to extract data from different data sources gives greater flexibility. Server features for scheduler: It is…
Muljo Witono - PeerSpot reviewer
Helps to analyze past performance and conduct company performance reviews
Integration with other platforms in Zoho Analytics works fairly well. We've successfully integrated it with other databases. However, the issue lies in the frequency of updates, which happens only every four hours. I rate the overall solution an eight out of ten. I would recommend Zoho Analytics to others. Compared to Microsoft Power BI, it's easier to work with databases for analytics.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"Key features include wealth of pre-defined components; all components are customizable; descriptive logging, especially for error messages."
"Server features for scheduler: It is very easy to schedule jobs and monitor them. The interface is easy to use."
"No dependence on native language and ease of use.​​"
"Connectivity to various data sources: The ability to extract data from different data sources gives greater flexibility."
"We find Zoho Analytics easy to use, making it very beneficial for our operations."
"We use the solution for financial and sales analytics. It brings data from our IT incident management tool. Hence, we have three business use cases for IT support, sales and financials."
"We really like that it's user friendly and has a lot of combinations and charts. They're good compared to other tools. We used a free Elastic product, comparatively, this solution is good because of their support, UI, and connecting to databases is very easy."
"Ask Zia is a great feature that I use to quickly decide what improvements I need to make in order to present the data that I want to show."
"The tool's most valuable feature is its dashboard."
"We moved the data from Zoho Creator to Zoho Analytics and created reports."
"It's a very strong analytics tool."
"We track the sales funnel and set up graph charts and bar charts to analyze the number of leads received in the previous month compared to current leads, helping us figure out and analyze which campaigns are performing well."
 

Cons

"Its documentation could be improved.​"
"Needs: easier automated failure recovery; more, and more intuitive auto-generated/filled-in code for components; easier/more automated sync between CloverETL Designer and CloverETL Server."
"​Resource management: We typically run out of heap space, and even the allocation of high heap space does not seem to be enough.​"
"They should provide white labeling with a cheaper option. I know they have a white labeling feature in which I can white label Zoho Analytics with my company theme, logo, and URL, but it seems a little expensive. If they can make it cheaper, it would be great. The same is applicable to Tableau."
"There should be more types of graphics available for use in the reports."
"I have a lower rating when it comes to Zoho Analytics. The tool has poor performance. It needs to improve the dimensions and measures."
"The hourly pricing needs improvement."
"There is a limitation that we cannot create more than 300 columns in a worksheet on Zoho Analytics."
"The solution does not provide call center facilities for customer support."
"The navigation on the interface is not intuitive."
"The customer service and support for this solution could be improved by faster response times."
 

Pricing and Cost Advice

Information not available
"Zoho Analytics costs $ 4,200 per month, billed yearly."
"This solution is reasonable as far as pricing is concerned."
"The product's licensing is reasonable."
"The pricing is okay. It is fair compared to the market."
"An exact ROI is hard to calculate. However, we have definitely made sales that would have been much harder, or unlikely, as a result of the speed with which we were able to prepare comprehensive analysis."
"I would recommend looking at your usage and whether the Zoho One license model would work for your organisation. It is very cost effective if you use other Zoho tools."
"It is very reasonable, and it gives me a good return on investment. Compared to other tools, it is the best choice in terms of pricing."
"I rate the tool's pricing seven out of ten. The licensing costs are yearly."
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Top Industries

By visitors reading reviews
No data available
Computer Software Company
14%
Non Profit
9%
Manufacturing Company
9%
Insurance Company
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

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What do you like most about Zoho Analytics?
Zoho Analytics's most valuable feature is the ability to provide excellent analytics through a single platform.
What is your experience regarding pricing and costs for Zoho Analytics?
I rate the tool's pricing seven out of ten. The licensing costs are yearly.
What needs improvement with Zoho Analytics?
The improvement needed is regarding the number of API calls. Currently, Zoho Analytics only allows us to update data hourly. It would be much better to have updates more frequently every half an hour.
 

Also Known As

No data available
Zoho Reports
 

Overview

 

Sample Customers

IBM, Oracle, MuleSoft, GoodData, Thomson Reuters, salesforce.com, Comcast, Active Network, SHOP.CA
Suzuki, American Pacific Mortgage, KPMG, Air Canada, University of Michigan, BricozOr, WorldWide Express, The University of Melbourne, Novartis, SAIC
Find out what your peers are saying about CloverETL vs. Zoho Analytics and other solutions. Updated: July 2025.
865,384 professionals have used our research since 2012.