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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

"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."
"The no-code interface is the most valuable as it allows us to operate without constant support from the data engineering team, fostering a self-service environment."
"The main benefit I have seen from working with Apache Superset so far is the speed from discovery and SQL to making charts and dashboards, along with its customizability."
"What I appreciate most about Apache Superset is its text search feature, including searching with small and capital letters."
"The solution supports a rich set of charts and enables users to create their own dashboards."
"What I appreciate the most about Apache Superset is that it's free and easy to set up."
"It is a good visual solution tool in an open-source category."
"Apache Superset is a lightweight reporting tool with a lot of functions and flexibility, where you can build the dataset, build charts, and dashboards from the user interface."
"Zoho Analytics is the best software for giving reports to customers and we can create any report that is required."
"We moved the data from Zoho Creator to Zoho Analytics and created reports."
"What I like the most is the flexibility of creating dashboards."
"For $50/mo we are saving dozens of hours of staff-time and making better decisions."
"Its a fast tool to assist companies who do not want to spend on software developments."
"The data source is the most valuable feature as it can perform any function."
"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 variety of reports, tables, and dashboards that are automatically generated and ready to use are applicable to many different demands, saving a lot of time and allowing the business analyst to focus on content and insights."
 

Cons

"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."
"I had issues when trying to export and import dashboards; I could not do it on the first attempt."
"Building a full-fledged product or software as a service might be cumbersome due to performance limitations."
"Areas of Apache Superset that could be improved include enhancing the data visualization features and addressing the overall data sourcing limitations, such as the 800 kilobyte limit per query that sometimes restricts our analysis, especially if we need to access data from many years back."
"Automation in terms of APIs for creating roles, and giving privileges to the user can be improved."
"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."
"The platform's reporting feature needs enhancement."
"Apache Superset needs more rich charting capabilities."
"The data visualization features of Zoho Analytics can be improved in terms of decision-making processes. There are many shortcomings in the query language, as it is outdated, and many keywords cannot be used."
"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 solution does not provide call center facilities for customer support."
"The tool needs to improve analysis and add more features."
"Zoho Analytics can improve by offering more options in the reports, as there are situations where the types of reports offered are a little limited, and I would like additional types of reports along with more functions in the SQL for queries."
"The navigation on the interface is not intuitive."
"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 platform's pricing needs improvement."
 

Pricing and Cost Advice

"Apache Superset is open-source and free."
"Apache Superset has a three-year licensing model."
"The price of Apache Superset is less than some of its competitors."
"Apache Superset is an open-source solution."
"I don't feel that price is an issue for this product."
"The tool's pricing is similar to other Zoho applications and is affordable."
"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."
"The product is expensive."
"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 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 product's licensing is reasonable."
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Top Industries

By visitors reading reviews
Financial Services Firm
20%
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.
914,805 professionals have used our research since 2012.