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ThoughtSpot 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:
 

ROI

Sentiment score
6.6
Users find ThoughtSpot beneficial for efficiency and decision-making despite challenges in financial tracking and initial investment costs.
Sentiment score
4.4
Zoho Analytics saves time and costs by streamlining data analysis, enhancing decision-making, and eliminating database management needs for $50/month.
Using ThoughtSpot has resulted in significant time savings and improved business sales by allowing us to identify sellers and buyers across regions, facilitating targeted marketing.
Based on our implementation in one project, we are trying to raise more funding to expand its use.
ThoughtSpot saves a significant amount of time compared to other tools and is very user-friendly.
After incorporating Zoho Analytics, now all our decisions come from its reviews.
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.
 

Customer Service

Sentiment score
6.1
ThoughtSpot support is responsive with mixed feedback; praised for quick responses but criticized for insufficient resources and lengthy processes.
Sentiment score
5.7
Zoho Analytics' customer service is responsive and helpful, though some users face delays and issues with specialized support.
I stopped opening tickets due to insufficient and untimely responses.
ThoughtSpot provides a dedicated customer success person and the ability to submit tickets online, with a response time of no more than a day.
The knowledge base for ThoughtSpot is less robust compared to others.
The support team doesn't have full awareness of the system capabilities.
Zoho support provides assistance through live chat to guide us.
If you need help with any issue you face, you can directly call them.
 

Scalability Issues

Sentiment score
6.0
ThoughtSpot excels in scalability for large datasets, despite user management challenges, with strong Snowflake integration enhancing automatic scaling.
Sentiment score
6.1
Zoho Analytics is scalable and adaptable for small to large companies but may require upgrades and licenses for expansion.
Tableau, Power BI, or Looker have separate tools for preparation, customization, and storytelling.
The platform does not have technical problems with scaling data or connections.
As our data has grown, I have validated huge datasets and complex models without significant issues.
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.
You can utilize URL features to redirect users to their records in Zoho CRM or Zoho Desk with just a click.
Zoho Analytics is scalable.
 

Stability Issues

Sentiment score
6.0
ThoughtSpot is reliable with high stability, though some users report performance challenges and increased costs from integration limitations.
Sentiment score
7.0
Zoho Analytics is praised for stability, quick bug fixes, and excellent performance, with minimal downtime and few crashes.
I use it primarily for large datasets, and it performs faster than regular data visualization tools such as Power BI, which has limits on dataset size.
The upgrades are smooth with no downtime, which is super important.
The responsiveness of accessing live data is exceptional and faster than most other BI tools.
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.
The stability and reliability of Zoho Analytics have been good over time.
The stability and reliability of the product is crucial for optimal performance.
 

Room For Improvement

ThoughtSpot needs better visualization, dashboard customization, data integration, and performance features to compete effectively with Power BI.
Zoho Analytics faces challenges with interface, limited tools, support, performance, pricing, and lacks advanced graphics and intuitive navigation.
Currently, it is not as customizable as the options available on Power BI or Tableau.
Handling governance when there are many models and dashboards is complex.
Enhancing integration capabilities with other tools like DBT would also be beneficial as it would make our lives easier.
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.
While Power BI uses Power Query, an intuitive and powerful tool that allows data manipulation in any way, Zoho Analytics has limitations.
Having to pay for 25 users when only 11 are needed creates an issue with the pricing structure.
 

Setup Cost

ThoughtSpot offers competitive pricing, often cheaper than Tableau and more than Power BI, with flexible, negotiable billing options.
Zoho Analytics offers flexible, competitive pricing with monthly fees, appreciated for cost-effectiveness, especially with Zoho One multiple tool use.
HubSpot is expensive.
ThoughtSpot's pricing is reasonable and in line with other BI tools.
The annual subscription cost of Zoho Analytics is equivalent to about half of the monthly cost of tools such as Tableau or Power BI.
 

Valuable Features

ThoughtSpot offers intuitive search, fast analytics, AI insights, and user-friendly interfaces for efficient, self-service data exploration.
Zoho Analytics provides robust features like intuitive reports, AI insights, and seamless integration for efficient data visualization and analysis.
Its compatibility with most databases, including the latest from FlexMovely and Redshift, allows users to create joins and worksheets easily.
This alerting feature is very beneficial for our company at the moment, and we use it extensively.
When I upload a data dump, AI analytics suggest possible data visualizations and insights, which I can pin to dashboards or live boards for modification.
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.
These multiple dashboards are available to view in a single place, which is very beneficial.
In the pivot table and scheduler table, if we want data in one report, we can use an SQL query and get data from different modules.
 

Categories and Ranking

ThoughtSpot
Ranking in BI (Business Intelligence) Tools
11th
Ranking in Data Visualization
10th
Ranking in Embedded BI
5th
Average Rating
8.0
Reviews Sentiment
6.5
Number of Reviews
16
Ranking in other categories
No ranking in other categories
Zoho Analytics
Ranking in BI (Business Intelligence) Tools
7th
Ranking in Data Visualization
6th
Ranking in Embedded BI
6th
Average Rating
8.2
Reviews Sentiment
5.8
Number of Reviews
32
Ranking in other categories
Reporting (9th)
 

Mindshare comparison

As of October 2025, in the BI (Business Intelligence) Tools category, the mindshare of ThoughtSpot is 1.5%, up from 1.5% compared to the previous year. The mindshare of Zoho Analytics is 0.8%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Market Share Distribution
ProductMarket Share (%)
Zoho Analytics0.8%
ThoughtSpot1.5%
Other97.7%
BI (Business Intelligence) Tools
 

Featured Reviews

Sushma Polavarapu - PeerSpot reviewer
Creates user-friendly analysis environments for large datasets
The tool is user-friendly for the end users. It is primarily a search-based tool. Users do not need a technical background to work directly on the dataset. Its compatibility with most databases, including the latest from FlexMovely and Redshift, allows users to create joins and worksheets easily. ThoughtSpot is fast, even with one to ten terabytes of data.
Nadeem Asghar - PeerSpot reviewer
Experience with advanced analytics and visualization features boosts decision making
I think the team would know how to predict what needs to be improved. Every business has its own predictions, so providing specific fields based on which to calculate predictions would be helpful. The analytics plans are very complex because they depend on the users, while other Zoho plans operate on a per-user basis. The analytics plan has different features for one user, 10 users, and 25 users. Having to pay for 25 users when only 11 are needed creates an issue with the pricing structure.
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Top Industries

By visitors reading reviews
Financial Services Firm
19%
Computer Software Company
12%
Manufacturing Company
10%
Healthcare Company
6%
Insurance Company
9%
Non Profit
9%
Computer Software Company
9%
Comms Service Provider
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Large Enterprise12
By reviewers
Company SizeCount
Small Business27
Midsize Enterprise3
Large Enterprise4
 

Questions from the Community

What is your experience regarding pricing and costs for ThoughtSpot?
The pricing is on the higher end but reasonable for what ThoughtSpot offers.
What needs improvement with ThoughtSpot?
I do not think there is anything that needs improvement at the moment. It is being improved continuously. They are connecting to many AI-type tools. Their pricing has recently changed to be more pr...
What is your primary use case for ThoughtSpot?
Clients use ThoughtSpot because of its search facility. It is easy for searching and does not require analysts to provide reports. There is no drill-down path on the data, so users can drill data a...
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?
In Zoho Analytics, I don't think there is something that could be improved, but in Zoho itself, I have many concerns about Zoho People.
 

Also Known As

No data available
Zoho Reports
 

Overview

 

Sample Customers

Primary Capital Mortgage, Sterling Backcheck, RichRelevance, Rambus, Batteries Plus Bulbs
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 ThoughtSpot vs. Zoho Analytics and other solutions. Updated: September 2025.
868,706 professionals have used our research since 2012.