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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
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
9th
Average Rating
8.4
Reviews Sentiment
6.1
Number of Reviews
34
Ranking in other categories
BI (Business Intelligence) Tools (10th), Reporting (5th), Embedded BI (3rd)
 

Mindshare comparison

As of August 2026, in the Data Visualization category, the mindshare of Apache Superset is 2.7%, down from 9.9% compared to the previous year. The mindshare of Zoho Analytics is 2.3%, up from 1.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Visualization Mindshare Distribution
ProductMindshare (%)
Apache Superset2.7%
Zoho Analytics2.3%
Other95.0%
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

"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."
"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."
"What I appreciate most about Apache Superset is its text search feature, including searching with small and capital letters."
"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."
"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."
"It is a good visual solution tool in an open-source category."
"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."
"Being able to quickly build standard dashboards around relational data in Apache Superset provides tremendous visibility for everyone on the team."
"What I like the most is the flexibility of creating dashboards."
"Unlike other data programs, Zoho was fairly intuitive and allowed us to get started on our work with minimal training."
"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."
"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."
"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."
"For $50/mo we are saving dozens of hours of staff-time and making better decisions."
"The artificial intelligence capabilities that Zoho Analytics provides gives customers excellent insights into their business."
 

Cons

"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."
"With Apache Superset, we had some problems with the permissions when we had too many users."
"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."
"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."
"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."
"Dynamic dashboarding could improve to enable smooth navigation when transitioning from a higher to a lower view, allowing for easy accessibility."
"The navigation on the interface is not intuitive."
"The tool needs to improve analysis and add more features."
"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 solution does not provide call center facilities for customer support."
"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."
"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 find it very difficult to handle more than two subqueries or CTE, as I can only have one subquery in the SQL code."
"There is a limitation that we cannot create more than 300 columns in a worksheet on Zoho Analytics."
 

Pricing and Cost Advice

"Apache Superset has a three-year licensing model."
"The price of Apache Superset is less than some of its competitors."
"Apache Superset is open-source and free."
"Apache Superset is an open-source solution."
"This solution is reasonable as far as pricing is concerned."
"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 pricing is okay. It is fair compared to the market."
"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."
"I don't feel that price is an issue for this product."
"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."
"For one license the pricing is about $35 a user."
"The product is expensive."
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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
18%
Financial Services Firm
10%
Outsourcing Company
8%
Computer Software 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 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: August 2026.
910,005 professionals have used our research since 2012.