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Google Data Studio vs Zoho Analytics comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Apr 23, 2026

Review summaries and opinions

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

ROI

Sentiment score
7.4
Google Data Studio improves efficiency, cost savings, and decision-making, benefiting large entities more than smaller businesses.
Sentiment score
4.7
Zoho Analytics boosts decision-making, saves time, enhances sales, and offers great value with real-time data and positive feedback.
The number of employees has reduced to half, and time is saved by nearly two to three hours a day because of automated reports.
Data engineer at a tech vendor with 10,001+ employees
The integration with Zoho People is particularly important because I can access real-time data at any time, including what's happening in the last minute.
Associate Data Analyst at Monocept
After incorporating Zoho Analytics, now all our decisions come from its reviews.
Pricing Analyst at Transcend
Any time I've integrated customer data using Zoho, I've received great feedback and referrals, and Zoho has gotten me referrals and more customers.
Zoho Analyst BI Consultant at The Digital Monkeys
 

Customer Service

Sentiment score
6.2
Google Data Studio's support is highly rated for its responsiveness and expertise, though some face delays with complex issues.
Sentiment score
5.4
Zoho Analytics offers generally effective customer service, though response times and solution completeness can vary based on user experiences.
Anyone with minimal knowledge of Looker can easily go through the documentation and understand the steps and the UI.
Data engineer at a tech vendor with 10,001+ employees
The support team doesn't have full awareness of the system capabilities.
Senior people and systems analyst at B_labs & Mylo
Zoho support provides assistance through live chat to guide us.
Senior Zoho Developer at a cloud solution provider with self employed
If you need help with any issue you face, you can directly call them.
Senior Software Engineer at Transasia Bio-Medicals Ltd.
 

Scalability Issues

Sentiment score
6.8
Google Data Studio scales well with infrastructure support, though some face limitations with features and organizational challenges.
Sentiment score
6.3
Zoho Analytics is scalable, managing 1,000 to 2 million records, but needs improvements for better large-scale adaptability.
I rate Looker's scalability a nine because of how easily we can scale by simply combining tables.
Data engineer at a tech vendor with 10,001+ employees
Zoho Analytics can easily adapt to our needs when they grow, and you don't need much knowledge to adapt it; even basic Excel knowledge is sufficient.
Pricing Analyst at Transcend
You can utilize URL features to redirect users to their records in Zoho CRM or Zoho Desk with just a click.
Lead Software Engineer at Nexo Solutions Ltd
Zoho Analytics is scalable.
Data Analyst at Mobolution
 

Stability Issues

Sentiment score
7.4
Google Data Studio offers varied stability; praised for integration but criticized for occasional bugs and handling large datasets.
Sentiment score
7.2
Zoho Analytics is stable and reliable, with minimal downtime, though some users report challenges with specific features.
A major missing feature compared to Power BI is the ability to create multiple DAX measures or row-level context, which would be useful for showing custom profit and loss statements.
Data Analyst at Mobolution
The stability and reliability of Zoho Analytics have been good over time.
Lead Software Engineer at Nexo Solutions Ltd
The stability and reliability of the product is crucial for optimal performance.
Software Developer at Cloud Lion
 

Room For Improvement

Google Data Studio users seek improved data blending, visualization, user-friendliness, real-time querying, integration, security, navigation, and training.
Zoho Analytics users seek enhanced visual tools, better support, improved AI, connectivity, and pricing, with faster sync times.
The performance is not optimal on large data sets.
Data engineer at a tech vendor with 10,001+ employees
The collaborative features of Zoho Analytics have faced one issue: they have tried to reduce the sync time with most Zoho applications, but even with CRM, the sync still takes one hour.
Lead Software Engineer at Nexo Solutions Ltd
While Power BI uses Power Query, an intuitive and powerful tool that allows data manipulation in any way, Zoho Analytics has limitations.
Data Analyst at Mobolution
Having to pay for 25 users when only 11 are needed creates an issue with the pricing structure.
Senior Zoho Developer at a cloud solution provider with self employed
 

Setup Cost

Looker's pricing is reasonable for enterprises but can be costly for smaller companies, with potential additional expenses.
Zoho Analytics provides cost-effective pricing with flexible billing, competitive against Tableau and Power BI for budget-conscious enterprises.
The annual subscription cost of Zoho Analytics is equivalent to about half of the monthly cost of tools such as Tableau or Power BI.
Data Analyst at Mobolution
The pricing for Zoho Analytics is actually cheaper than the competitors for the kind of service they provide.
Senior Product Analyst at Bureau
 

Valuable Features

LookML offers flexible data modeling, seamless integration, and easy-to-use visualization tools, enhancing accessibility and customization without workflow disruption.
Zoho Analytics enhances decision-making with customizable dashboards, AI-driven insights, seamless integration, and user-friendly reporting and visualization tools.
For a business user to understand data from free form or Essbase, it usually takes thirty minutes to an hour to go through the previous day's trend. However, with the visualization tools in Looker, they can easily understand the data and compare it to the previous one or two years using a bar graph, pie chart, or other graphs.
Data engineer at a tech vendor with 10,001+ employees
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.
Data Analyst at Mobolution
The best feature is that in the same tool, we can use SQL and business intelligence capabilities.
Associate Data Analyst at Monocept
Regarding integration capabilities, I have found Zoho Analytics' 100+ integrations very effective in consolidating data from various sources.
Business Analyst at a tech consulting company with 51-200 employees
 

Categories and Ranking

Google Data Studio
Ranking in Embedded BI
9th
Average Rating
8.0
Reviews Sentiment
6.4
Number of Reviews
20
Ranking in other categories
No ranking in other categories
Zoho Analytics
Ranking in Embedded BI
5th
Average Rating
8.2
Reviews Sentiment
6.1
Number of Reviews
35
Ranking in other categories
BI (Business Intelligence) Tools (8th), Reporting (5th), Data Visualization (8th)
 

Mindshare comparison

As of April 2026, in the Embedded BI category, the mindshare of Google Data Studio is 5.6%, down from 9.2% compared to the previous year. The mindshare of Zoho Analytics is 4.1%, up from 1.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Embedded BI Mindshare Distribution
ProductMindshare (%)
Zoho Analytics4.1%
Looker5.6%
Other90.3%
Embedded BI
 

Featured Reviews

Hemanthreddy Vakiti - PeerSpot reviewer
Data engineer at a tech vendor with 10,001+ employees
Automated dashboards have transformed daily trend analysis and now drive faster business decisions
One of the best features that Looker offers is LookML, which allows us to develop dashboards directly rather than dragging and dropping. We can also customize some fields that are not available in the table by combining different tables using LookML. Compared to other reporting tools, Looker is somewhat more customizable and interactive. With the help of Views and Explore in Looker, we can combine different tables and create a unique column that is not available in the table, and then use that column in our reporting dashboard. Since we brought Looker into our project, it has improved data visibility and enabled faster interaction between us and our client. Rather than simply using free form or Essbase, seeing customizable and visualized data in Looker allows the business users to understand the trends in the data more easily rather than just seeing numbers. It has helped us save a lot of time. The automated dashboards that we develop allow us to run the dashboard for the coming years with only some modifications, which has reduced some manpower and working hours. When I joined this project, there were around eight to nine people for developing Looker dashboards. Once the development part is completed for almost all cases, the next part is just monitoring the dashboards and making some minor changes required to align with business goals. After development, the team was reduced to three or four people, so the manpower has significantly reduced, and time taken has decreased as well. For a business user to understand data from free form or Essbase, it usually takes thirty minutes to an hour to go through the previous day's trend. However, with the visualization tools in Looker, they can easily understand the data and compare it to the previous one or two years using a bar graph, pie chart, or other graphs. The return on investment has been very good. The number of employees has reduced to half, and time is saved by nearly two to three hours a day because of automated reports. We are just monitoring the reports to ensure they are released. This has saved nearly two hours per day, and the team has been reduced to half.
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.
report
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Top Industries

By visitors reading reviews
Financial Services Firm
13%
Retailer
8%
Media Company
8%
Computer Software Company
7%
Construction Company
13%
Computer Software Company
9%
Financial Services Firm
9%
Marketing Services Firm
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise8
Large Enterprise7
By reviewers
Company SizeCount
Small Business29
Midsize Enterprise4
Large Enterprise4
 

Questions from the Community

What needs improvement with Looker?
One thing is that Looker is not user-friendly to non-technical users. Someone with knowledge of Looker can understand it, but a person without any technical background finds it somewhat advanced or...
What is your primary use case for Looker?
Looker serves as our main business intelligence reporting tool by creating dashboards and reports. We create interactive dashboards that help users understand the changes in data and the current tr...
What advice do you have for others considering Looker?
My advice to others looking into using Looker is that if they are new users with some technical knowledge of SQL or Python, they can understand LookML code or use the explore tab to drag and drop t...
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

Looker
Zoho Reports
 

Overview

 

Sample Customers

Yahoo!, Etsy, Kohler, Hipcamp, Hubspot, Kickstarter, Venmo, Dollar Shave Club, 600+ customer
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 Google Data Studio vs. Zoho Analytics and other solutions. Updated: April 2026.
889,955 professionals have used our research since 2012.