CloverETL vs Zoho Analytics comparison

Javlin and Zoho are both solutions in the Data Visualization category. Javlin is ranked #34, while Zoho is ranked #7 with an average rating of 8.0. Javlin holds a 1.0% mindshare in DV, compared to Zoho’s 2.0% mindshare. Additionally, 100% of Javlin users are willing to recommend the solution, compared to 97% of Zoho users who would recommend it.

CloverETL

Read 2 CloverETL reviews

1,146 Views
275 Comparison Views

100% willing to recommend

Zoho Analytics

Read 35 Zoho Analytics reviews

2,404 Views
889 Comparison Views

97% willing to recommend

CloverETL

Zoho Analytics

Comparison Buyer's Guide

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Executive SummaryUpdated on Jan 1, 2025

CloverETL and Zoho Analytics are solutions in data processing and business intelligence. CloverETL is better in data transformation, while Zoho Analytics leads in data visualization and insights, offering more out-of-the-box functionality.

Features: CloverETL offers advanced data integration, transformation, and automation. Zoho Analytics provides powerful data visualization, dashboards, and reporting tools, with extensive reporting and dashboard capabilities for comprehensive business insights.

Ease of Deployment and Customer Service: CloverETL requires a technical setup and offers customization with proficient technical support. Zoho Analytics simplifies deployment with a cloud-based model and provides excellent customer support, accessible for users with limited technical resources.

Pricing and ROI: CloverETL has higher upfront setup costs but offers a significant ROI for intensive data tasks. Zoho Analytics, while initially more expensive, delivers impressive ROI with quick, actionable insights, appealing to businesses seeking immediate analytical advantages.

To learn more, read our detailed CloverETL vs. Zoho Analytics Report (Updated: March 2026).

Buyer's Guide

CloverETL vs. Zoho Analytics

March 2026

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Helped 885,311 peers since 2012

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

34th

Average Rating

7.0

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Data Integration (57th)

Zoho Analytics

Ranking in Data Visualization

7th

Average Rating

8.2

Reviews Sentiment

6.1

Number of Reviews

Ranking in other categories

BI (Business Intelligence) Tools (7th), Reporting (6th), Embedded BI (5th)

Mindshare comparison

As of March 2026, in the Data Visualization category, the mindshare of CloverETL is 1.0%, up from 0.2% compared to the previous year. The mindshare of Zoho Analytics is 2.0%, up from 1.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Visualization Mindshare Distribution
Product	Mindshare (%)
Zoho Analytics	2.0%
CloverETL	1.0%
Other	97.0%

Data Visualization

Featured Reviews

it_user856614

Lead Programmer at a healthcare company with 10,001+ employees

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…

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Vedhanayagam R

Data Analyst at Mobolution

Has supported trend analysis and forecasting but needs major fixes in customization and reliability

There are some areas where Zoho Analytics needs improvement compared to Power BI. Uploading and interpreting data inside the interface needs enhancement. While Power BI uses Power Query, an intuitive and powerful tool that allows data manipulation in any way, Zoho Analytics has limitations. I usually prepare data in Excel before uploading it to Zoho Analytics. The charts in Zoho Analytics are not as customizable as in Power BI. While all chart types are available, they can only be modified at a basic level, not an advanced level. Though trend analysis features are provided, creating anything out of the box is challenging.

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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."

"We switched to CloverETL because of its flexibility to connect to various data sources and no dependence on native language and ease of use."

"Familiar, intuitive GUI coming from a Java development background, in-depth, descriptive, and well-laid-out documentation, responsive support through forums directly from Clover staff, a wealth of customizable pre-defined components, descriptive logging for error messages, and ease of install with a light footprint make it very effective to use."

"Server features for scheduler: It is very easy to schedule jobs and monitor them. The interface is easy to use."

"Connectivity to various data sources: The ability to extract data from different data sources gives greater flexibility."

"Key features include wealth of pre-defined components; all components are customizable; descriptive logging, especially for error messages."

"Personally, I am completely satisfied with Zoho Analytics and it is definitely a product I recommend."

"Zoho Reports makes it easier and quicker for us to create insightful visualisations, and the interactive visualisations can be shared very easily with colleagues and customers, which has made things easier and allowed us to deliver more value to our customers."

"Customer Service: Excellent. the support team have been very helpful, on one occasion even writing a particularly complex query for me, Technical Support: Excellent"

"We moved the data from Zoho Creator to Zoho Analytics and created reports."

"What I appreciate most about Zoho Analytics is the pivot table functionality, as in the pivot table and scheduler table, if we want data in one report, we can use an SQL query and get data from different modules."

"The collaborative features in Zoho Analytics have fostered data-driven decision-making within my team and our customers' teams by enabling seamless communication and shared insights."

"The tool's most valuable feature is its dashboard."

"We really like that it's user friendly and has a lot of combinations and charts, and comparatively, this solution is good because of their support, UI, and connecting to databases is very easy."

More Zoho Analytics pros

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 or filled-in code for components, and easier or 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."

"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."

"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."

"I like the solution's Query Table feature which helps me write SQL queries. We can get data from different tables and then use it to create reports."

"It would be great to have more user input fields which can be used on dashboards."

"The platform's pricing needs improvement."

"They should provide white labeling with a cheaper option."

"However we do not like proposed UI changes and find that in general as a vendor Zoho is rather unresponsive to feedback from its customers."

"The navigation on the interface is not intuitive."

"The support team doesn't have full awareness of the system capabilities."

More Zoho Analytics cons

Pricing and Cost Advice

Information not available

"The pricing is okay. It is fair compared to the market."

"This solution is reasonable as far as pricing is concerned."

"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."

"The price is high. The solution advertises that it provides products for 55 AED per user, but these products contain only the basic features. Most of the features are locked. The version of the product that includes Zoho Analytics costs around 199 AED per user per month."

"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."

"Zoho Analytics costs $ 4,200 per month, billed yearly."

"The tool's pricing is similar to other Zoho applications and is affordable."

"For one license the pricing is about $35 a user."

More Zoho Analytics pricing and cost advice

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Top Industries

By visitors reading reviews

Construction Company

27%

Manufacturing Company

13%

Computer Software Company

10%

Retailer

Construction Company

12%

Marketing Services Firm

Computer Software Company

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	29
Midsize Enterprise	4
Large Enterprise	4

Questions from the Community

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What is your experience regarding pricing and costs for Zoho Analytics?

Compared to other analytic tools, Zoho Analytics is cost-effective. The annual subscription cost of Zoho Analytics is equivalent to about half of the monthly cost of tools such as Tableau or Power ...

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What needs improvement with Zoho Analytics?

For our strategic initiatives, the AI functionality is not useful because it cannot provide requirement-specific insights. It only gives an overview of the report. One major issue I face in Zoho An...

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What is your primary use case for Zoho Analytics?

We are using an HRMS tool, Zoho People. We use automations for our people's convenience. We use automations in Zoho People. For insights regarding Zoho People data, we use Zoho Analytics. In the HR...

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Product Reports

Buyer's Guide

Data Integration

March 2026

Download CloverETL product report

Buyer's Guide

Zoho Analytics

March 2026

Download Zoho Analytics product report

Also Known As

No data available

Zoho Reports

Overview

CloverETL is a rapid, end-to-end data integration solution. Businesses choose CloverETL for its usability and intuitive controls, along with its lightweight footprint, flexibility, and processing speed. Achieving true, rapid data integration means much more than just raw data processing power. Rapid refers to an end-to-end process that begins the moment a data-related problem is recognized to the point when the data is in the right place and form to be analyzed and monetized.

Javlin

Zoho Reports is a powerful, easy-to-use and highly scalable cloud-based reporting and business intelligence platform for small to medium-sized businesses. Its flexible pay-as-you-go pricing model and scope for customization allow businesses to tailor it to their unique needs.

Zoho

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

Buyer's Guide

CloverETL vs. Zoho Analytics

March 2026

Free Report: CloverETL vs. Zoho Analytics

Find out what your peers are saying about CloverETL vs. Zoho Analytics and other solutions. Updated: March 2026.

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