Try our new research platform with insights from 80,000+ expert users

AtScale Adaptive Analytics (A3) vs Zoho Analytics comparison

 

Comparison Buyer's Guide

Executive Summary

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

AtScale Adaptive Analytics ...
Ranking in BI (Business Intelligence) Tools
43rd
Average Rating
5.0
Number of Reviews
1
Ranking in other categories
Data Virtualization (5th), Data Governance (37th), BI on Hadoop (7th)
Zoho Analytics
Ranking in BI (Business Intelligence) Tools
24th
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
24
Ranking in other categories
Reporting (18th), Data Visualization (16th), Embedded BI (9th)
 

Mindshare comparison

As of August 2025, in the BI (Business Intelligence) Tools category, the mindshare of AtScale Adaptive Analytics (A3) is 0.3%, up from 0.2% compared to the previous year. The mindshare of Zoho Analytics is 0.6%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools
 

Featured Reviews

it_user822762 - PeerSpot reviewer
The GUI interface is nice and easy to use, but the organization of the icons is not saved across users
Connecting to a Hadoop database to create a cube to connect to Tableau. We want to be able to easily create cubes which can be connected to Tableau for visualization The product had many issues. We had great collaboration with the product development team, but the product was not able to meet our…
Muljo Witono - PeerSpot reviewer
Helps to analyze past performance and conduct company performance reviews
Integration with other platforms in Zoho Analytics works fairly well. We've successfully integrated it with other databases. However, the issue lies in the frequency of updates, which happens only every four hours. I rate the overall solution an eight out of ten. I would recommend Zoho Analytics to others. Compared to Microsoft Power BI, it's easier to work with databases for analytics.

Quotes from Members

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

Pros

"The GUI interface is nice and easy to use."
"The integration interface is very easy to use and allows you to directly connect to a variety of APIs."
"The initial setup is straightforward."
"Zoho Analytics's most valuable feature is the ability to provide excellent analytics through a single platform."
"The data source is the most valuable feature as it can perform any function."
"Ask Zia is a great feature that I use to quickly decide what improvements I need to make in order to present the data that I want to show."
"The tool's most valuable feature is its dashboard."
"It's a very strong analytics tool."
"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."
 

Cons

"There was an issue with the incremental aggregation not working as indicated."
"The product was not able to meet our 10 second refresh requirements."
"The organization of the icons is not saved across users."
"There should be more types of graphics available for use in the reports."
"The navigation on the interface is not intuitive."
"There is a limitation that we cannot create more than 300 columns in a worksheet on Zoho Analytics."
"The hourly pricing needs improvement."
"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."
"This solution does not support manufacturing facilities."
"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."
"The tool needs to improve analysis and add more features."
 

Pricing and Cost Advice

Information not available
"For one license the pricing is about $35 a user."
"The tool's pricing is similar to other Zoho applications and is affordable."
"I rate the tool's pricing seven out of ten. The licensing costs are yearly."
"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."
"The product's licensing is reasonable."
"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."
report
Use our free recommendation engine to learn which BI (Business Intelligence) Tools solutions are best for your needs.
865,140 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
20%
Manufacturing Company
13%
Media Company
8%
Healthcare Company
8%
Computer Software Company
14%
Non Profit
9%
Manufacturing Company
9%
Insurance Company
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

Ask a question
Earn 20 points
What do you like most about Zoho Analytics?
Zoho Analytics's most valuable feature is the ability to provide excellent analytics through a single platform.
What is your experience regarding pricing and costs for Zoho Analytics?
I rate the tool's pricing seven out of ten. The licensing costs are yearly.
What needs improvement with Zoho Analytics?
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.
 

Also Known As

AtScale, AtScale Intelligence Platform
Zoho Reports
 

Overview

 

Sample Customers

Rakuten, TD Bank, Aetna, Glaxo-Smith Kline, Biogen, Toyota, Tyson
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 Microsoft, Salesforce, SAP and others in BI (Business Intelligence) Tools. Updated: August 2025.
865,140 professionals have used our research since 2012.