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Google Data Studio vs Tableau Enterprise vs ThoughtSpot 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:
 

ROI

Sentiment score
7.4
Google Data Studio improves efficiency, cost savings, and decision-making, benefiting large entities more than smaller businesses.
Sentiment score
6.9
Tableau Enterprise provides rapid ROI through efficient report generation, cost savings, and streamlined operations with minimal integration challenges.
Sentiment score
6.4
ThoughtSpot offers time savings and strategic benefits, though ROI quantification is challenging and adoption varies despite its user-friendly interface.
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
This saves a significant amount of time, particularly for reports that would have needed around fifty people.
Project Manager, Site at LTI - Larsen & Toubro Infotech
The ROI of using Tableau extends to its seamless integration across various platforms, as it's from Salesforce and thus not limited to any specific cloud provider.
Senior Data Consultant at a government with 11-50 employees
Tableau is saving me time, money, and resources, which I would rate as ten.
Founder at Mindclick Consulting
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.
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.
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.
Financial Analyst at Nestlé
 

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
6.1
Tableau Enterprise support is praised for expertise and responsiveness, with premium options and community resources highly rated by users.
Sentiment score
5.9
ThoughtSpot's customer service receives mixed reviews, with praise for responsiveness but some criticism for delays and knowledge base limitations.
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
They provide quick email and phone responses and have Thai-speaking personnel.
Senior Data Consultant at a government with 11-50 employees
There should be consistent standards for all users.
Associate Technical Architect at a computer software company with 1,001-5,000 employees
The technical support for Tableau is quite good.
Project Manager, Site at LTI - Larsen & Toubro Infotech
I stopped opening tickets due to insufficient and untimely responses.
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.
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.
Financial Analyst at Nestlé
 

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
6.7
Tableau Enterprise offers strong scalability and improved performance with recent updates, despite potential cost and complexity challenges.
Sentiment score
6.1
ThoughtSpot is praised for scalability and flexibility but faces challenges in governance; contract type affects its scalability potential.
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
Tableau is easy to use across various dimensions, whether on-premises or on the cloud.
Senior Data Consultant at a government with 11-50 employees
The solution is fully scalable and performs well even with large datasets, provided there is proper supporting hardware.
Practice Head BI at Nous Infosystems
Tableau is easy to scale.
Content Specialist at PeerSpot
Tableau, Power BI, or Looker have separate tools for preparation, customization, and storytelling.
Sr Data Analytics Consultant at Capgemini
The platform does not have technical problems with scaling data or connections.
Software Engineer (Data specialist) at Salesforce
As our data has grown, I have validated huge datasets and complex models without significant issues.
Data Analyst at a tech vendor with 10,001+ employees
 

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
7.3
Tableau Enterprise is stable and reliable, with minor challenges tied to dataset size, server, or network factors.
Sentiment score
6.3
ThoughtSpot is reliable and stable, with minimal downtime and smooth upgrades, despite occasional performance issues and integration needs.
The application hangs after continuous use due to the buildup of cache.
Content Specialist at PeerSpot
I rate the stability a five or six because Tableau updates very often with new versions or patches.
Senior Data Consultant at a government with 11-50 employees
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.
Sr Data Analytics Consultant at Capgemini
The upgrades are smooth with no downtime, which is super important.
Software Engineer (Data specialist) at Salesforce
The responsiveness of accessing live data is exceptional and faster than most other BI tools.
Business Intelligence & Reporting Manager at a tech vendor with 51-200 employees
 

Room For Improvement

Google Data Studio users seek improved data blending, visualization, user-friendliness, real-time querying, integration, security, navigation, and training.
Tableau Enterprise struggles with performance, integration, and features, with users seeking better analytics, data management, and cost efficiency.
ThoughtSpot lacks customization, flexibility, and affordable options, with users desiring improved integrations, usability, and a free learning version.
The performance is not optimal on large data sets.
Data engineer at a tech vendor with 10,001+ employees
We cannot send the entire Excel file reports via email within Tableau.
Project Manager, Site at LTI - Larsen & Toubro Infotech
The product owner should enhance its benefits or clarify its role.
Senior Data Consultant at a government with 11-50 employees
It sometimes requires extensive investigation to determine why the data does not appear correctly.
Group Finance Head Of Investment Bank Product Control at a financial services firm with 10,001+ employees
Currently, it is not as customizable as the options available on Power BI or Tableau.
Sr Data Analytics Consultant at Capgemini
Handling governance when there are many models and dashboards is complex.
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.
Business Intelligence & Reporting Manager at a tech vendor with 51-200 employees
 

Setup Cost

Looker's pricing is reasonable for enterprises but can be costly for smaller companies, with potential additional expenses.
Tableau Enterprise is pricier but valued for functionality, offering flexible licensing and discounts for larger purchases.
ThoughtSpot offers competitive pricing with flexible negotiation, generally costing more than Power BI but less than Tableau.
Power BI as a much cheaper alternative.
Practice Head BI at Nous Infosystems
A license for 150 users costs around $17,000 USD per year.
Content Specialist at PeerSpot
Looker is known to be quite expensive.
Associate Technical Architect at a computer software company with 1,001-5,000 employees
HubSpot is expensive.
Software Engineer (Data specialist) at Salesforce
ThoughtSpot's pricing is reasonable and in line with other BI tools.
Business Intelligence & Reporting Manager at a tech vendor with 51-200 employees
The pricing, setup cost, and licensing for ThoughtSpot are competitive.
Financial Analyst at Nestlé
 

Valuable Features

LookML offers flexible data modeling, seamless integration, and easy-to-use visualization tools, enhancing accessibility and customization without workflow disruption.
Tableau Enterprise simplifies data visualization and integration, enhancing decision-making and collaboration with secure, intuitive tools for organizations.
ThoughtSpot simplifies data exploration with AI analytics, offering speed, scalability, and user-friendly interfaces for efficient decision-making.
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
A significant feature for me is the real-time connection to data sources because it effectively manages large data sets.
Senior Data Consultant at a government with 11-50 employees
Tableau serves as a stable dashboarding tool for higher management, aiding in quick decision-making.
solution architect at a energy/utilities company with 10,001+ employees
Building hyper extracts and visualization capabilities make Tableau a robust tool for data analysis.
Practice Head BI at Nous Infosystems
Its compatibility with most databases, including the latest from FlexMovely and Redshift, allows users to create joins and worksheets easily.
Sr Data Analytics Consultant at Capgemini
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.
Data Analyst at a tech vendor with 10,001+ employees
 

Mindshare comparison

As of May 2026, in the Embedded BI category, the mindshare of Google Data Studio is 5.5%, down from 9.4% compared to the previous year. The mindshare of Tableau Enterprise is 17.5%, down from 32.7% compared to the previous year. The mindshare of ThoughtSpot is 5.8%, up from 5.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Embedded BI Mindshare Distribution
ProductMindshare (%)
Tableau Enterprise17.5%
ThoughtSpot5.8%
Google Data Studio5.5%
Other71.2%
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.
Uzair Faruqi - PeerSpot reviewer
Head Of Data Science at Mjunction Services
Ease of developing dashboards and receiving strong technical support have enabled efficient data visualization
Introducing custom features, such as NLP-based reports, is not very good in Tableau. My MD has been asking us for a way to write in natural language to request reports that the system should generate, but that isn't very effective with Tableau. As a developer, I can develop an on-demand report in Python quite easily, but exposing a REST API on the Tableau platform is not a very easy task. AI enablement is an area for improvement for Tableau, and that is something they might have to work upon. I have heard that ThoughtSpot is quite better in this regard, but the cost of ThoughtSpot is much higher. ThoughtSpot has lots of natural language-based report generation features that Tableau lacks.
Purity Wairimu - PeerSpot reviewer
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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Comparison Review

it_user79932 - PeerSpot reviewer
Senior Manager - BI Head with 5,001-10,000 employees
Feb 4, 2015
Comparison of SAP BO, Tableau, QlikView, Cognos, Microsoft, OBIEE and Pentaho
1. SAP BO/BI Enterprise scalability Security Ease of use Semantic layer 2. Tableau Visualization Data discovery Turnaround time 3. IBM Cognos Enterprise scalability Security In-memory feature 4. MS BI - Flexibility 5. Pentaho - Open source but still enterprise grade 6. QlikView Data…
 

Top Industries

By visitors reading reviews
Financial Services Firm
13%
Retailer
8%
Media Company
8%
Computer Software Company
6%
Financial Services Firm
15%
Manufacturing Company
9%
Computer Software Company
8%
University
6%
Financial Services Firm
17%
Manufacturing Company
9%
Computer Software Company
8%
Healthcare Company
6%
 

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 Business117
Midsize Enterprise67
Large Enterprise185
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise14
 

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...
What is your primary use case for Looker?
Looker serves as our main business intelligence reporting tool by creating dashboards and reports. We create interact...
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 P...
Seeking lightweight open source BI software
It depends on the Data architecture and the complexity of your requirement. Some great tools in the market are Qlik ...
Tableau vs. Business Objects - Which is a better solution for visualization and analysis?
Both tools have their positives and negatives. First, I should mention that I am relatively new to Tableau. I have be...
Which would you choose - Tableau or SAP Analytics Cloud?
Tableau is easy to set up and maintain. In about a day it is possible for the entire platform to be deployed for use....
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 ...
What needs improvement with ThoughtSpot?
The customizability of the visualization live boards should be improved. Additional support for more data warehouse s...
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...
 

Also Known As

Looker
Tableau Desktop, Tableau Server, Tableau Online
No data available
 

Overview

 

Sample Customers

Yahoo!, Etsy, Kohler, Hipcamp, Hubspot, Kickstarter, Venmo, Dollar Shave Club, 600+ customer
Accenture, Adobe, Amazon.com, Bank of America, Charles Schwab Corp, Citigroup, Coca-Cola Company, Cornell University, Dell, Deloitte, Duke University, eBay, Exxon Mobil, Fannie Mae, Ferrari, French Red Cross, Goldman Sachs, Google, Government of Canada, HP, Intel, Johns Hopkins Hospital, Macy's, Merck, The New York Times, PayPal, Pfizer, US Army, US Air Force, Skype, and Walmart.
Primary Capital Mortgage, Sterling Backcheck, RichRelevance, Rambus, Batteries Plus Bulbs
Find out what your peers are saying about Salesforce, Qlik, Zoho and others in Embedded BI. Updated: May 2026.
896,099 professionals have used our research since 2012.