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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
39th
Average Rating
7.0
Reviews Sentiment
6.8
Number of Reviews
2
Ranking in other categories
Data Integration (65th)
Zoho Analytics
Ranking in Data Visualization
10th
Average Rating
8.4
Reviews Sentiment
7.3
Number of Reviews
24
Ranking in other categories
BI (Business Intelligence) Tools (15th), Reporting (11th), Embedded BI (7th)
 

Mindshare comparison

As of June 2025, in the Data Visualization category, the mindshare of CloverETL is 0.2%, down from 0.3% compared to the previous year. The mindshare of Zoho Analytics is 1.1%, down from 1.4% 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…
Laban Kipngeno - PeerSpot reviewer
It's come along way, reviewing it in 2025, and it's a lot more versatile than it was 2 years ago.
Zia serves as a powerful tool for efficiently navigating and retrieving insights from extensive datasets. It enables users to perform rapid searches and gain quick access to relevant information, streamlining the process of analyzing and understanding large volumes of data. This capability significantly enhances decision-making by providing timely and accurate insights tailored to the user's needs.

Quotes from Members

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

Pros

"No dependence on native language and ease of use.​​"
"Server features for scheduler: It is very easy to schedule jobs and monitor them. The interface is easy to use."
"Key features include wealth of pre-defined components; all components are customizable; descriptive logging, especially for error messages."
"Connectivity to various data sources: The ability to extract data from different data sources gives greater flexibility."
"The integration interface is very easy to use and allows you to directly connect to a variety of APIs."
"The data source is the most valuable feature as it can perform any function."
"It provides insights into leads, information about the team and about various sales activities. The graphical representations in the form of charts is excellent."
"Zoho Analytics's most valuable feature is the ability to provide excellent analytics through a single platform."
"The front end of this solution including the graph generation using SQL has been most useful."
"It's a very strong analytics tool."
"Zoho Analytics is the best software for giving reports to customers and we can create any report that is required."
"We can create advanced-level reports with the tool. We can get data from different Zoho applications and also from other third-party applications. We can create schedules for syncing data from third parties to Zoho Analytics. We can also use table queries for getting data from more than one table."
 

Cons

"​Resource management: We typically run out of heap space, and even the allocation of high heap space does not seem to be enough.​"
"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."
"Its documentation could be improved.​"
"The solution does not provide call center facilities for customer support."
"The tool needs to improve analysis and add more features."
"This solution does not support manufacturing facilities."
"There should be more types of graphics available for use in the reports."
"A higher degree of artificial intelligence could be included in this solution. The data and overall insights could be improved."
"In terms of improvement, they have a limited number of graphs available in their store. They should come up with more graph style forms. They should have more charts and at the same time, you can't create panels like with Microsoft BA."
"The hourly pricing needs improvement."
"The platform's pricing needs improvement."
 

Pricing and Cost Advice

Information not available
"The product is expensive."
"The pricing is okay. It is fair compared to the market."
"I rate the tool's pricing seven out of ten. The licensing costs are yearly."
"For one license the pricing is about $35 a user."
"The tool's pricing is similar to other Zoho applications and is affordable."
"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."
"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 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."
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Top Industries

By visitors reading reviews
No data available
Educational Organization
52%
Computer Software Company
9%
Financial Services Firm
5%
Insurance Company
4%
 

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.
 

Comparisons

No data available
 

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: June 2025.
859,129 professionals have used our research since 2012.