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

Alteryx 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
7.1
Alteryx users report high ROI and efficiency improvements within months, with faster workflows and cost savings over alternatives.
Sentiment score
7.0
Tableau Enterprise delivers rapid returns through efficiency, cost reduction, quick insights, and enhanced decision-making within six to twelve months.
Sentiment score
6.6
Users find ThoughtSpot beneficial for efficiency and decision-making despite challenges in financial tracking and initial investment costs.
Alteryx helps familiarize managers with artificial intelligence-driven possibilities.
This saves a significant amount of time, particularly for reports that would have needed around fifty people.
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.
Tableau is saving me time, money, and resources, which I would rate as ten.
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.
 

Customer Service

Sentiment score
7.3
Alteryx offers responsive customer service and valuable community support, though some users note longer response times and premium service pushes.
Sentiment score
6.1
Tableau Enterprise support is praised for professionalism and multilingual assistance but needs improvement in response times and technical expertise.
Sentiment score
6.1
ThoughtSpot support is responsive with mixed feedback; praised for quick responses but criticized for insufficient resources and lengthy processes.
I contacted customer support once or twice, and they were quick to respond.
The customer service was not good because we weren't premium support users.
Customer support is good since I've had no issues and can easily contact representatives who respond promptly.
They provide quick email and phone responses and have Thai-speaking personnel.
There should be consistent standards for all users.
The technical support for Tableau is quite good.
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.
 

Scalability Issues

Sentiment score
7.2
Alteryx is praised for smooth scalability, efficient data management, integration flexibility despite noted high scaling costs by some.
Sentiment score
6.7
Tableau Enterprise's scalability varies, effective with design and configuration, but big data performance concerns and costs remain.
Sentiment score
6.0
ThoughtSpot excels in scalability for large datasets, despite user management challenges, with strong Snowflake integration enhancing automatic scaling.
Alteryx is scalable, and I would give it eight out of ten.
Tableau is easy to use across various dimensions, whether on-premises or on the cloud.
The solution is fully scalable and performs well even with large datasets, provided there is proper supporting hardware.
Tableau is easy to scale.
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.
 

Stability Issues

Sentiment score
7.9
Alteryx is praised for stability and speed with minor issues, excelling in data processing over competitors but needing cloud improvements.
Sentiment score
7.4
Tableau Enterprise is generally stable and reliable, with occasional issues mainly related to large datasets or server configurations.
Sentiment score
6.0
ThoughtSpot is reliable with high stability, though some users report performance challenges and increased costs from integration limitations.
I didn't need to reach out to Alteryx for support because available documents usually provide enough information to resolve issues.
I have not encountered any lagging, crashing, or instability in the system during these three months of usage.
The application hangs after continuous use due to the buildup of cache.
I rate the stability a five or six because Tableau updates very often with new versions or patches.
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.
 

Room For Improvement

Alteryx should enhance visualization, integration, pricing, and support to improve accessibility and usability for non-technical users.
Tableau Enterprise users seek better data integration, improved performance, cost-effective pricing, and enhanced analytics and collaboration features.
ThoughtSpot needs better visualization, dashboard customization, data integration, and performance features to compete effectively with Power BI.
The tool could include more native connectors, such as for global ERPs, instead of requiring additional fees for these connections.
The support structure changed; initially, we received great support, however, it later became less reliable due to licensing issues and a tiered support system.
It would be beneficial if Alteryx could lower its price or introduce a loyalty program for individual consultants and freelancers like me.
We cannot send the entire Excel file reports via email within Tableau.
The product owner should enhance its benefits or clarify its role.
It sometimes requires extensive investigation to determine why the data does not appear correctly.
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.
 

Setup Cost

Alteryx's high pricing, ranging from $5,000 to $80,000 annually, offers discounts for multi-year subscriptions and justifiable ROI for larger firms.
Tableau's pricing is high yet competitive, with increased costs for added features, posing challenges for small organizations.
ThoughtSpot offers competitive pricing, often cheaper than Tableau and more than Power BI, with flexible, negotiable billing options.
Alteryx is more cost-effective compared to Informatica licenses, offering savings.
It has a fair price when considering a larger-scale implementation.
Alteryx is expensive.
Power BI as a much cheaper alternative.
A license for 150 users costs around $17,000 USD per year.
Looker is known to be quite expensive.
HubSpot is expensive.
ThoughtSpot's pricing is reasonable and in line with other BI tools.
 

Valuable Features

Alteryx provides user-friendly drag-and-drop analytics, supporting complex data tasks with strong integration and advanced features for diverse industries.
Tableau Enterprise excels in data integration, visualization, and analytics, offering customization, real-time processing, and advanced capabilities for decision-making.
ThoughtSpot offers intuitive search, fast analytics, AI insights, and user-friendly interfaces for efficient, self-service data exploration.
Alteryx not only represents data but also supports decision-making by suggesting the next steps.
Alteryx is user-friendly and allows easy creation of workflows compared to Informatica PowerCenter.
The tool's flexibility in saving processes and using a vast amount of available memory has been extremely helpful.
A significant feature for me is the real-time connection to data sources because it effectively manages large data sets.
Tableau serves as a stable dashboarding tool for higher management, aiding in quick decision-making.
Building hyper extracts and visualization capabilities make Tableau a robust tool for data 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.
 

Mindshare comparison

Predictive Analytics
BI (Business Intelligence) Tools
BI (Business Intelligence) Tools
 

Featured Reviews

Theresa McLaughlin - PeerSpot reviewer
Quick development enables seamless data processing despite occasional support issues
There were times when the product would fail during development without an apparent reason. The support structure changed; initially, we received great support, however, it later became less reliable due to licensing issues and a tiered support system. Licensing negotiations were problematic, affecting our product usage. For instance, our licenses were temporarily lost during negotiations when an agreement couldn't be reached.
Uzair Faruqi - PeerSpot reviewer
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.
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.
report
Use our free recommendation engine to learn which Predictive Analytics solutions are best for your needs.
864,574 professionals have used our research since 2012.
 

Comparison Review

it_user6330 - PeerSpot reviewer
May 2, 2013
MicroStrategy vs. Tableau
After a recent presentation, several attendees asked me about the applications of Visual Insights and Tableau. Many companies are investing in both tools and are trying to figure out the right tool for specific applications Tableau has found its sweet-spot as an agile discovery tool that analysts…
 

Top Industries

By visitors reading reviews
Financial Services Firm
23%
Manufacturing Company
9%
Computer Software Company
9%
Retailer
5%
Financial Services Firm
16%
Manufacturing Company
10%
Computer Software Company
10%
University
7%
Financial Services Firm
21%
Manufacturing Company
11%
Computer Software Company
11%
Healthcare Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

What is the Biggest Difference Between Alteryx and IBM SPSS Modeler?
One of the differences is that with Alteryx you can use it as an ETL and analytics tool. Please connect with me direc...
What is the Biggest Difference Between Alteryx and IBM SPSS Modeler?
Alteryx is an extremely easy and flexible data tool, flexible in terms of drag and drop toolset and also has python, ...
What is the Biggest Difference Between Alteryx and IBM SPSS Modeler?
I am not familiar with IBM SPSS Modeler, therefore, I cannot compare these two products. Regarding Alteryx I can say...
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 is on the higher end but reasonable for what ThoughtSpot offers.
What needs improvement with ThoughtSpot?
ThoughtSpot lacks an intermediate layer for data loading, unlike Qlik, which affects dashboard stability when the dat...
What is your primary use case for ThoughtSpot?
I am working for a telecommunication company where we use ThoughtSpot ( /products/thoughtspot-reviews ) to create mon...
 

Comparisons

 

Also Known As

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

Overview

 

Sample Customers

AnalyticsIq Inc., belk, BloominBrands Inc., Cardinalhealth, Cineplex, Dairy Queen
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 Alteryx, Altair, SAP and others in Predictive Analytics. Updated: July 2025.
864,574 professionals have used our research since 2012.