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Apache Superset 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

Apache Superset
Ranking in Data Visualization
3rd
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
9th
Average Rating
8.4
Reviews Sentiment
6.1
Number of Reviews
34
Ranking in other categories
BI (Business Intelligence) Tools (10th), Reporting (6th), Embedded BI (3rd)
 

Mindshare comparison

As of July 2026, in the Data Visualization category, the mindshare of Apache Superset is 2.8%, down from 10.0% compared to the previous year. The mindshare of Zoho Analytics is 2.3%, up from 1.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Visualization Mindshare Distribution
ProductMindshare (%)
Apache Superset2.8%
Zoho Analytics2.3%
Other94.9%
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

"Being able to quickly build standard dashboards around relational data in Apache Superset provides tremendous visibility for everyone on the team."
"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 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."
"What I appreciate the most about Apache Superset is that it's free and easy to set up."
"It's very easy, reliable, and trustable because it's an Apache open-source product."
"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."
"I see savings from using Apache Superset in both time and money, particularly with the cost reduced by roughly 99% compared to Tableau where we previously paid almost 50k annually."
"The most valuable feature of Apache Superset is the easy way to configure dashboards as reports or analyses and it's easy to use and intuitive. Users do not need a lot of training to use the solution."
"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."
"The best feature is that in the same tool, we can use SQL and business intelligence capabilities."
"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."
"I like the way I can share dashboards and embed dashboards. I normally use embedding. So, I create a dashboard, and I embed it into specific websites. Sharing of the dashboard is seamless, and it is easier than any other visualization platform, even Tableau."
"We are a hotel chain, there are seven hotels all over the country and Zoho Reports lets us collect important information without traveling or sending big e-mails."
"Customer Service: Excellent. the support team have been very helpful, on one occasion even writing a particularly complex query for me, Technical Support: Excellent"
"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."
"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."
 

Cons

"Automation in terms of APIs for creating roles, and giving privileges to the user can be improved."
"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."
"Building a full-fledged product or software as a service might be cumbersome due to performance limitations."
"The platform's reporting feature needs enhancement."
"Apache Superset needs more rich charting capabilities."
"I had issues when trying to export and import dashboards; I could not do it on the first attempt."
"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."
"One potential area for improvement in Apache Superset is that it must be installed in a dedicated Docker image, which could be a limitation since the goal is to embed Apache Superset in a product offering."
"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."
"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 customer service and support for this solution could be improved by faster response times."
"I would appreciate enhanced features in Zoho Analytics that offer greater customization options."
"The hourly pricing needs improvement."
"It should have more options for graphics, if it stayed with the quality of graphs of excel, would be great."
"Regarding stability and reliability, Zoho Analytics has multiple bugs. One significant issue is that you cannot create multiple charts with the same name."
"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."
 

Pricing and Cost Advice

"The price of Apache Superset is less than some of its competitors."
"Apache Superset is an open-source solution."
"Apache Superset is open-source and free."
"Apache Superset has a three-year licensing model."
"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 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."
"The pricing is okay. It is fair compared to the market."
"I don't feel that price is an issue for this product."
"This solution is reasonable as far as pricing is concerned."
"For one license the pricing is about $35 a user."
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Top Industries

By visitors reading reviews
Financial Services Firm
21%
Government
7%
Computer Software Company
7%
Comms Service Provider
7%
Construction Company
17%
Financial Services Firm
10%
Computer Software Company
8%
Outsourcing Company
7%
 

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 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: June 2026.
907,731 professionals have used our research since 2012.