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Apache Superset vs Zoho Analytics comparison

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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

Apache Superset
Ranking in Data Visualization
5th
Average Rating
8.2
Reviews Sentiment
5.2
Number of Reviews
14
Ranking in other categories
No ranking in other categories
Zoho Analytics
Ranking in Data Visualization
10th
Average Rating
8.4
Reviews Sentiment
6.1
Number of Reviews
34
Ranking in other categories
BI (Business Intelligence) Tools (11th), Reporting (5th), Embedded BI (4th)
 

Mindshare comparison

As of September 2026, in the Data Visualization category, the mindshare of Apache Superset is 2.5%, down from 9.1% compared to the previous year. The mindshare of Zoho Analytics is 2.3%, up from 1.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Visualization Mindshare Distribution
ProductMindshare (%)
Apache Superset2.5%
Zoho Analytics2.3%
Other95.2%
Data Visualization
 

Featured Reviews

MP
Founder & CEO at Lanzar
Have saved significant operational costs and streamlined alert-driven analytics with customizable dashboards
I definitely see some disadvantages in Apache Superset, particularly in the tagging feature which is not up to the mark, creating a little bit of mess for the administrators. We work with a Role-Based Access Control feature in the product. I assess this feature as good; they have permissions which are in more plain English, but there is a little bit of convenience missed out because if I have to create a super user apart from admin, I need to add all the permissions manually.
VR
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.

Quotes from Members

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

Pros

"What I appreciate the most about Apache Superset is that it's free and easy to set up."
"Being able to quickly build standard dashboards around relational data in Apache Superset provides tremendous visibility for everyone on the team."
"The solution supports a rich set of charts and enables users to create their own dashboards."
"When you click on any chart, you can apply the filter without any effort."
"Apache Superset allows us to set up alerts; for instance, if the failure rate exceeds 1.5%, we receive an alert to address the issue with our integration partners."
"The benefits I have seen from using Apache Superset for the business team are that they have been able to look at the numbers easily, log into the portal, and look at different dashboards, which are at different granularities."
"What I appreciate most about Apache Superset is its text search feature, including searching with small and capital letters."
"It is a good visual solution tool in an open-source category."
"The benefits I've seen from using Zoho Analytics include saving time; this is the most important benefit for me as I don't need to do my analytics or revisit a report repeatedly every month or according to the frequency of the requirement."
"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."
"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."
"The front end of this solution including the graph generation using SQL has been most useful."
"Based on my experience with different customers, Zoho Analytics has positively impacted their organizations."
"Customer Service: Excellent. the support team have been very helpful, on one occasion even writing a particularly complex query for me, Technical Support: Excellent"
"The data visualization features of Zoho Analytics have helped me improve decision making for my customers, and I could assess the impact of Zoho Analytics' AI-driven insights on the strategic initiatives of my customers."
"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."
 

Cons

"When comparing Apache Superset with Elasticsearch and Solar Search, it lacks some features that come with Elasticsearch, such as Kibana."
"I had issues when trying to export and import dashboards; I could not do it on the first attempt."
"Dark mode would be the main thing I would like; it does not really work because the chart text cannot be white in a dark mode setup, so it is not feasible."
"I definitely see some disadvantages in Apache Superset, particularly in the tagging feature which is not up to the mark, creating a little bit of mess for the administrators."
"The platform's reporting feature needs enhancement."
"The scalability of Apache Superset has been one of the challenges for us. We deployed it onto a bigger machine because as the users grew, we experienced a delay in data retrieval."
"Dynamic dashboarding could improve to enable smooth navigation when transitioning from a higher to a lower view, allowing for easy accessibility."
"With Apache Superset, we had some problems with the permissions when we had too many users."
"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 tool needs to improve analysis and add more features."
"The support for Zoho Analytics is pathetic."
"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."
"The navigation on the interface is not intuitive."
"The analytics plans are very complex because they depend on the users, while other Zoho plans operate on a per-user basis."
"The platform's pricing needs improvement."
"One major issue I face in Zoho Analytics is related to pivot tables. When using two text fields, such as client and project, with numerical data, sorting becomes impossible."
 

Pricing and Cost Advice

"Apache Superset is open-source and free."
"Apache Superset is an open-source solution."
"The price of Apache Superset is less than some of its competitors."
"Apache Superset has a three-year licensing model."
"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."
"This solution is reasonable as far as pricing is concerned."
"The tool's pricing is similar to other Zoho applications and is affordable."
"The product's licensing is reasonable."
"For one license the pricing is about $35 a user."
"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."
"The pricing is okay. It is fair compared to the market."
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Top Industries

By visitors reading reviews
Financial Services Firm
21%
Government
8%
Comms Service Provider
7%
Computer Software Company
6%
Construction Company
16%
Outsourcing Company
11%
Financial Services Firm
9%
Comms Service Provider
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise2
Large Enterprise5
By reviewers
Company SizeCount
Small Business28
Midsize Enterprise4
Large Enterprise5
 

Questions from the Community

What needs improvement with Apache Superset?
I definitely see some disadvantages in Apache Superset, particularly in the tagging feature which is not up to the mark, creating a little bit of mess for the administrators. We work with a Role-Ba...
What is your primary use case for Apache Superset?
My major use case for Apache Superset is anything related to analytical dashboards.
What advice do you have for others considering Apache Superset?
In terms of dashboarding tools, I work with them on a daily basis and can help with Apache Superset. We use Apache Superset for dashboarding. I always use it for read purposes, and we don't manage ...
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 ...
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...
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...
 

Also Known As

No data available
Zoho Reports
 

Overview

 

Sample Customers

Information Not Available
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 Apache Superset vs. Zoho Analytics and other solutions. Updated: September 2026.
913,422 professionals have used our research since 2012.