ThoughtSpot vs Zoho Analytics comparison

ThoughtSpot and Zoho are both solutions in the BI (Business Intelligence) Tools category. ThoughtSpot is ranked #10 with an average rating of 8.4, while Zoho is ranked #8 with an average rating of 8.0. ThoughtSpot holds a 1.7% mindshare in BIT, compared to Zoho’s 1.3% mindshare. Additionally, 94% of ThoughtSpot users are willing to recommend the solution, compared to 97% of Zoho users who would recommend it.

ThoughtSpot

Read 18 ThoughtSpot reviews

4,824 Views
3,232 Comparison Views

94% willing to recommend

Zoho Analytics

Read 35 Zoho Analytics reviews

3,859 Views
2,315 Comparison Views

97% willing to recommend

ThoughtSpot

Zoho Analytics

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Executive SummaryUpdated on Jan 1, 2025

Zoho Analytics and ThoughtSpot are competitors in the field of business intelligence and data analytics. Based on feature sets and deployment range, Zoho Analytics seems to have an advantage, while ThoughtSpot leads in data analysis speed and scalability.

Features: Zoho Analytics allows collaborative work on data sets and offers user-friendly data visualization, including pivot tables and SQL functions. It integrates seamlessly with other Zoho products. ThoughtSpot provides rapid data analysis and supports flexible custom analytics creation through its query-based search, enabling users without technical expertise to modify reports easily.

Room for Improvement: Zoho Analytics can improve its graphical options and SQL editor usability. Users also desire more external data source connectivity and better support responsiveness. ThoughtSpot could enhance its visualization and offer more flexibility in custom visual presentations, along with improved database connectivity and dashboard organization for larger enterprises.

Ease of Deployment and Customer Service: Zoho Analytics supports deployment across Public, Private, Hybrid Cloud, and On-premises. Its customer service is knowledgeable but faces issues with support coordination. ThoughtSpot focuses on simplicity with deployment options mainly on Public Cloud and On-premises. Though support is responsive, users seek more intuitive tools.

Pricing and ROI: Zoho Analytics offers diverse pricing models, from user-based fees to comprehensive packages, delivering a good ROI by efficient data analysis. ThoughtSpot's competitive pricing includes a pay-as-you-grow model aligning with customer needs, providing perceived value despite higher costs compared to some competitors like Power BI.

To learn more, read our detailed ThoughtSpot vs. Zoho Analytics Report (Updated: April 2026).

Buyer's Guide

ThoughtSpot vs. Zoho Analytics

April 2026

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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

6.4

ThoughtSpot offers time savings and strategic benefits, though ROI quantification is challenging and adoption varies despite its user-friendly interface.

Sentiment score

4.7

Zoho Analytics boosts decision-making, saves time, enhances sales, and offers great value with real-time data and positive feedback.

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.

Jason Berman

Business Intelligence & Reporting Manager at a tech vendor with 51-200 employees

Based on our implementation in one project, we are trying to raise more funding to expand its use.

Sreetej Reddy

Senior Business Intelligence Architect at Mphasis

This tool has really improved our decision-making by 70 to 80% because we are able to rely on insights from different data sources from different departments.

Purity Wairimu

Financial Analyst at Nestlé

For more quotes and insights, download the ThoughtSpot report

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.

Sai Nandan Sambu

Associate Data Analyst at Monocept

After incorporating Zoho Analytics, now all our decisions come from its reviews.

Siddharth Aravind

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.

Edwin Nderitu

Zoho Analyst BI Consultant at The Digital Monkeys

For more quotes and insights, download the Zoho Analytics report

Customer Service

Sentiment score

5.9

ThoughtSpot's customer service receives mixed reviews, with praise for responsiveness but some criticism for delays and knowledge base limitations.

Sentiment score

5.4

Zoho Analytics offers generally effective customer service, though response times and solution completeness can vary based on user experiences.

I stopped opening tickets due to insufficient and untimely responses.

Dominique Rozenberg

Software Engineer (Data specialist) at Salesforce

ThoughtSpot provides a dedicated customer success person and the ability to submit tickets online, with a response time of no more than a day.

Jason Berman

Business Intelligence & Reporting Manager at a tech vendor with 51-200 employees

The customer support for ThoughtSpot is very proactive and supportive, available 24/7.

Purity Wairimu

Financial Analyst at Nestlé

For more quotes and insights, download the ThoughtSpot report

The support team doesn't have full awareness of the system capabilities.

Eslam Abo Elnaga

Senior people and systems analyst at B_labs & Mylo

Zoho support provides assistance through live chat to guide us.

Nadeem Asghar

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.

Rahul Lomate

Senior Software Engineer at Transasia Bio-Medicals Ltd.

For more quotes and insights, download the Zoho Analytics report

Scalability Issues

Sentiment score

6.1

ThoughtSpot is praised for scalability and flexibility but faces challenges in governance; contract type affects its scalability potential.

Sentiment score

6.3

Zoho Analytics is scalable, managing 1,000 to 2 million records, but needs improvements for better large-scale adaptability.

Tableau, Power BI, or Looker have separate tools for preparation, customization, and storytelling.

Sushma Polavarapu

Sr Data Analytics Consultant at Capgemini

The platform does not have technical problems with scaling data or connections.

Dominique Rozenberg

Software Engineer (Data specialist) at Salesforce

As our data has grown, I have validated huge datasets and complex models without significant issues.

Subhan Bhanu

Data Analyst at a tech vendor with 10,001+ employees

For more quotes and insights, download the ThoughtSpot report

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.

Siddharth Aravind

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.

Hunbel CH

Lead Software Engineer at Nexo Solutions Ltd

Zoho Analytics is scalable.

Vedhanayagam R

Data Analyst at Mobolution

For more quotes and insights, download the Zoho Analytics report

Stability Issues

Sentiment score

6.3

ThoughtSpot is reliable and stable, with minimal downtime and smooth upgrades, despite occasional performance issues and integration needs.

Sentiment score

7.2

Zoho Analytics is stable and reliable, with minimal downtime, though some users report challenges with specific features.

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.

Sushma Polavarapu

Sr Data Analytics Consultant at Capgemini

The upgrades are smooth with no downtime, which is super important.

Dominique Rozenberg

Software Engineer (Data specialist) at Salesforce

The responsiveness of accessing live data is exceptional and faster than most other BI tools.

Jason Berman

Business Intelligence & Reporting Manager at a tech vendor with 51-200 employees

For more quotes and insights, download the ThoughtSpot report

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.

Vedhanayagam R

Data Analyst at Mobolution

The stability and reliability of Zoho Analytics have been good over time.

Hunbel CH

Lead Software Engineer at Nexo Solutions Ltd

The stability and reliability of the product is crucial for optimal performance.

Angel David Pacheco Beltrán

Software Developer at Cloud Lion

For more quotes and insights, download the Zoho Analytics report

Room For Improvement

ThoughtSpot lacks customization, flexibility, and affordable options, with users desiring improved integrations, usability, and a free learning version.

Zoho Analytics users seek enhanced visual tools, better support, improved AI, connectivity, and pricing, with faster sync times.

Currently, it is not as customizable as the options available on Power BI or Tableau.

Sushma Polavarapu

Sr Data Analytics Consultant at Capgemini

Handling governance when there are many models and dashboards is complex.

Dominique Rozenberg

Software Engineer (Data specialist) at Salesforce

Enhancing integration capabilities with other tools like DBT would also be beneficial as it would make our lives easier.

Jason Berman

Business Intelligence & Reporting Manager at a tech vendor with 51-200 employees

For more quotes and insights, download the ThoughtSpot report

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.

Hunbel CH

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.

Vedhanayagam R

Data Analyst at Mobolution

Having to pay for 25 users when only 11 are needed creates an issue with the pricing structure.

Nadeem Asghar

Senior Zoho Developer at a cloud solution provider with self employed

For more quotes and insights, download the Zoho Analytics report

Setup Cost

ThoughtSpot offers competitive pricing with flexible negotiation, generally costing more than Power BI but less than Tableau.

Zoho Analytics provides cost-effective pricing with flexible billing, competitive against Tableau and Power BI for budget-conscious enterprises.

HubSpot is expensive.

Dominique Rozenberg

Software Engineer (Data specialist) at Salesforce

ThoughtSpot's pricing is reasonable and in line with other BI tools.

Jason Berman

Business Intelligence & Reporting Manager at a tech vendor with 51-200 employees

The pricing, setup cost, and licensing for ThoughtSpot are competitive.

Purity Wairimu

Financial Analyst at Nestlé

For more quotes and insights, download the ThoughtSpot report

The annual subscription cost of Zoho Analytics is equivalent to about half of the monthly cost of tools such as Tableau or Power BI.

Vedhanayagam R

Data Analyst at Mobolution

The pricing for Zoho Analytics is actually cheaper than the competitors for the kind of service they provide.

Sudharsan Nagarajan

Senior Product Analyst at Bureau

For more quotes and insights, download the Zoho Analytics report

Valuable Features

ThoughtSpot simplifies data exploration with AI analytics, offering speed, scalability, and user-friendly interfaces for efficient decision-making.

Zoho Analytics enhances decision-making with customizable dashboards, AI-driven insights, seamless integration, and user-friendly reporting and visualization tools.

Its compatibility with most databases, including the latest from FlexMovely and Redshift, allows users to create joins and worksheets easily.

Sushma Polavarapu

Sr Data Analytics Consultant at Capgemini

This alerting feature is very beneficial for our company at the moment, and we use it extensively.

reviewer2686410

Works

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.

Subhan Bhanu

Data Analyst at a tech vendor with 10,001+ employees

For more quotes and insights, download the ThoughtSpot report

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.

Vedhanayagam R

Data Analyst at Mobolution

The best feature is that in the same tool, we can use SQL and business intelligence capabilities.

Sai Nandan Sambu

Associate Data Analyst at Monocept

Regarding integration capabilities, I have found Zoho Analytics' 100+ integrations very effective in consolidating data from various sources.

Sandip Bangar

Business Analyst at a tech consulting company with 51-200 employees

For more quotes and insights, download the Zoho Analytics report

Categories and Ranking

ThoughtSpot

Ranking in BI (Business Intelligence) Tools

10th

Ranking in Data Visualization

10th

Ranking in Embedded BI

6th

Average Rating

8.0

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

No ranking in other categories

Zoho Analytics

Ranking in BI (Business Intelligence) Tools

8th

Ranking in Data Visualization

8th

Ranking in Embedded BI

3rd

Average Rating

8.2

Reviews Sentiment

6.1

Number of Reviews

Ranking in other categories

Reporting (5th)

Mindshare comparison

As of May 2026, in the BI (Business Intelligence) Tools category, the mindshare of ThoughtSpot is 1.7%, up from 1.4% compared to the previous year. The mindshare of Zoho Analytics is 1.3%, up from 0.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.

BI (Business Intelligence) Tools Mindshare Distribution
Product	Mindshare (%)
Zoho Analytics	1.3%
ThoughtSpot	1.7%
Other	97.0%

BI (Business Intelligence) Tools

Featured Reviews

Purity Wairimu

Financial Analyst at Nestlé

Self-service analytics has empowered teams and now drives faster data-driven decisions

I have an experience of four years using ThoughtSpot. ThoughtSpot is very easy to use. Even non-technical users find it very easy to use and user-friendly. Some of the best features ThoughtSpot offers are innovation, ease of use, and data analytics. Reporting development is also pretty easy, making complex formulas slightly easier. Additionally, dashboarding for non-technical people, easy search of data, ease of getting insights, AI-driven analytics, and the ability to easily build charts are highlights. ThoughtSpot also offers data connection with live data sources. ThoughtSpot's scalability is impressive; it can handle large data easily, and performance has been powerful and reliable. The AI-driven analytics capabilities in ThoughtSpot help to predict future outcomes and are very helpful in tracking data, and performance is great.

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Vedhanayagam R

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.

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Top Industries

By visitors reading reviews

Financial Services Firm

17%

Manufacturing Company

Computer Software Company

Healthcare Company

Construction Company

12%

Computer Software Company

Financial Services Firm

Marketing Services Firm

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	3
Midsize Enterprise	1
Large Enterprise	14

By reviewers
Company Size	Count
Small Business	29
Midsize Enterprise	4
Large Enterprise	4

Questions from the Community

What is your experience regarding pricing and costs for ThoughtSpot?

The pricing, setup cost, and licensing for ThoughtSpot are competitive, and it is a very user-friendly tool compared to its competitors. Setting it up was easy and straightforward.

See all answers

What needs improvement with ThoughtSpot?

The customizability of the visualization live boards should be improved. Additional support for more data warehouse systems is needed, as data does not always match sometimes. Sophisticated data mo...

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What is your primary use case for ThoughtSpot?

My name is Peter Chemo, a Financial Analyst at Nesto. One of the major challenges that ThoughtSpot solves is reducing the dependency on data teams for reports and insights. ThoughtSpot also integra...

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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 ...

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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...

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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...

See all answers

Comparisons

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Compared 9% of the time

Tableau Enterprise vs ThoughtSpot

Compared 7% of the time

Microsoft Power BI vs ThoughtSpot

Compared 6% of the time

Databricks vs ThoughtSpot

Compared 5% of the time

Sigma vs ThoughtSpot

Compared 5% of the time

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Tableau Enterprise vs Zoho Analytics

Compared 10% of the time

Microsoft Power BI vs Zoho Analytics

Compared 7% of the time

Oracle Analytics Cloud vs Zoho Analytics

Compared 4% of the time

Oracle OBIEE vs Zoho Analytics

Compared 4% of the time

QlikView vs Zoho Analytics

Compared 4% of the time

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Product Reports

Buyer's Guide

ThoughtSpot

April 2026

Download ThoughtSpot product report

Buyer's Guide

Zoho Analytics

April 2026

Download Zoho Analytics product report

Also Known As

No data available

Zoho Reports

Overview

ThoughtSpot offers analytics through a user-friendly interface, empowering non-technical users to explore data swiftly with AI-driven insights and search-based analytics, making data access and modeling efficient.

ThoughtSpot is designed for intuitive data exploration, enabling users to generate custom analytics and reports without deep technical expertise. Its strength lies in natural language processing, scalability, and seamless data connectivity. Customizable dashboards and interactive visualizations help organizations in effective decision-making. The emphasis on self-service analytics supports real-time data queries and enhanced data modeling. While popular for its quick insights, users note a steep learning curve and complex UI, seeking more customization options, better connectivity, and visualization features. Price and usability challenges, along with desires for improved dashboard stability and integration, are noted for large enterprise deployments.

What are ThoughtSpot's key features?

User-Friendly Interface: Enables non-technical users to explore data with ease through search-based analytics.
AI-Driven Insights: Utilizes powerful AI for fast, accurate data modeling and insight generation.
Natural Language Processing: Allows users to perform powerful analyses using everyday language.
Scalability: Supports large-scale data operations for growing enterprises.
Data Connectivity: Offers swift integration with data sources for seamless analytics operations.
Customizable Dashboards: Provides options for personalized and interactive data visualizations.
Self-Service Analytics: Empowers teams to create and analyze reports independently.

What benefits and ROI should users look for?

Reduced IT Dependency: Facilitates self-service for quicker analytics without IT intervention.
Informed Decision Making: Interactive visualizations and insights support strategic planning.
Time Efficiency: Quick data connectivity and AI-driven insights save valuable time.
Customization Flexibility: Offers users control over dashboard layouts and visualizations.
Improved Data Exploration: Easy access to data analysis boosts operational insights.

Industries leverage ThoughtSpot for self-service analytics, driving marketing, sales, and business intelligence operations. Companies benefit from its real-time data connectivity with modern data cloud platforms, enhancing internal operations through scalable data analysis. Non-technical users are empowered to perform ad-hoc analysis, data exploration, and visualize KPIs, optimizing strategic workflows across sectors.

ThoughtSpot

Zoho Analytics provides a robust platform for data visualization and analysis, integrating seamlessly with Zoho applications and external APIs to facilitate efficient data management and reporting.

Zoho Analytics stands out with its intuitive web-based interface that simplifies creating graphs, pivot tables, and interactive dashboards. It empowers businesses with powerful AI features like Zia, supporting over 100 data connectors for comprehensive analytics. The platform enhances decision-making through predictive analysis and automation, promoting efficient teamwork and data management. While it excels in many areas, users note some limitations in data visualization and report customization, complexity in query language, and the need for better support and improved external data connectivity. Enhancements in these areas could further elevate its functionality and user satisfaction.

What features set Zoho Analytics apart?

Intuitive Graphs: Simplifies creation with a user-friendly web-based interface.
AI Features: Zia provides insights and predictive analysis.
Data Connectors: Over 100 connectors facilitate data integration.
Dashboards: Interactive designs allow customizable visualizations.
Automation: Saves time by streamlining report creation processes.

What benefits and ROI should users expect?

Efficient Data Management: Streamlines integration from multiple sources.
Enhanced Decision-Making: Predictive analytics supports strategic planning.
Time Savings: Automates complex reporting tasks, boosting productivity.

In financial, sales, and CRM analytics, Zoho Analytics is utilized for process improvement by consolidating data from sources like Zoho CRM, People, and SalesIQ. It aids organizations in forecasting, monitoring trends, optimizing operations, and analyzing HR data. Companies benefit from its ability to present real-time reports and visualizations, supporting informed business activities.

Zoho

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

Buyer's Guide

ThoughtSpot vs. Zoho Analytics

April 2026

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Find out what your peers are saying about ThoughtSpot vs. Zoho Analytics and other solutions. Updated: April 2026.

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