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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

"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."
"It is a good visual solution tool in an open-source category."
"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."
"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 solution supports a rich set of charts and enables users to create their own dashboards."
"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."
"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."
"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."
"We moved the data from Zoho Creator to Zoho Analytics and created reports."
"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 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 AI called Zia in Zoho Analytics is extremely useful—whenever I build a chart or dashboard, I can generate a summary of insights using this AI tool, which is very convenient for both leadership and manager level teams to understand the data concepts."
"We use the solution for financial and sales analytics. It brings data from our IT incident management tool. Hence, we have three business use cases for IT support, sales and financials."
"The integration interface is very easy to use and allows you to directly connect to a variety of APIs."
"We track the sales funnel and set up graph charts and bar charts to analyze the number of leads received in the previous month compared to current leads, helping us figure out and analyze which campaigns are performing well."
 

Cons

"I had issues when trying to export and import dashboards; I could not do it on the first attempt."
"With Apache Superset, we had some problems with the permissions when we had too many users."
"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."
"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."
"When comparing Apache Superset with Elasticsearch and Solar Search, it lacks some features that come with Elasticsearch, such as Kibana."
"Apache Superset could be improved by enhancing its interactivity and engagement capabilities."
"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."
"There should be more types of graphics available for use in the reports."
"The analytics plans are very complex because they depend on the users, while other Zoho plans operate on a per-user basis."
"I would let the users delete and copy as many cells as they want. It is absolutely uncomfortable for me to do it one by one."
"They should provide white labeling with a cheaper option. I know they have a white labeling feature in which I can white label Zoho Analytics with my company theme, logo, and URL, but it seems a little expensive. If they can make it cheaper, it would be great. The same is applicable to Tableau."
"Query builder guidance/steps for beginners who need to write actual queries"
"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."
"The ability to copy a full database is lacking, making it difficult to create test environments."
"I remember that cleaning up data was a challenge, and on several occasions we had to upload data sets again after making changes in another program."
 

Pricing and Cost Advice

"The price of Apache Superset is less than some of its competitors."
"Apache Superset is open-source and free."
"Apache Superset has a three-year licensing model."
"Apache Superset is an open-source solution."
"The product's licensing is reasonable."
"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."
"Zoho Analytics costs $ 4,200 per month, billed yearly."
"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."
"The pricing is okay. It is fair compared to the market."
"For one license the pricing is about $35 a user."
"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."
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Top Industries

By visitors reading reviews
Financial Services Firm
21%
Government
8%
Comms Service Provider
7%
Computer Software Company
7%
Construction Company
18%
Financial Services Firm
10%
Computer Software Company
7%
Comms Service Provider
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.
909,153 professionals have used our research since 2012.