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Alteryx 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
6.7
Organizations achieve swift ROI with Alteryx by automating tasks, boosting productivity, and reducing costs despite high licensing fees.
Sentiment score
6.4
ThoughtSpot offers time savings and strategic benefits, though ROI quantification is challenging and adoption varies despite its user-friendly interface.
Tasks that earlier took hours in Excel or SQL are now completed in minutes.
Senior Rpa Consultant at Accely Consulting
Alteryx helps familiarize managers with artificial intelligence-driven possibilities.
Chief Information Officer at granistr
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
7.2
Alteryx users value community support for quick issue resolution but criticize direct assistance for slow, costly response times.
Sentiment score
5.9
ThoughtSpot's customer service receives mixed reviews, with praise for responsiveness but some criticism for delays and knowledge base limitations.
I contacted customer support once or twice, and they were quick to respond.
Experience Technocrat driving IT initiatives at WISDOMBOWL
The customer service was not good because we weren't premium support users.
Senior Capacity Planner at a financial services firm with 10,001+ employees
Customer support is good since I've had no issues and can easily contact representatives who respond promptly.
Chief Information Officer at granistr
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
7.3
Alteryx is scalable, easy to deploy, widely used despite high licensing costs, and effective with proper infrastructure.
Sentiment score
6.1
ThoughtSpot is praised for scalability and flexibility but faces challenges in governance; contract type affects its scalability potential.
Alteryx is scalable for most enterprise analytics and data preparation workloads.
Senior Rpa Consultant at Accely Consulting
Alteryx is scalable, and I would give it eight out of ten.
Experience Technocrat driving IT initiatives at WISDOMBOWL
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
7.9
Alteryx is praised for stability and performance, though occasional minor bugs and server inconsistencies are noted.
Sentiment score
6.3
ThoughtSpot is reliable and stable, with minimal downtime and smooth upgrades, despite occasional performance issues and integration needs.
I didn't need to reach out to Alteryx for support because available documents usually provide enough information to resolve issues.
Software Engineer at a computer software company with 10,001+ employees
I have not encountered any lagging, crashing, or instability in the system during these three months of usage.
Legal Coordinator at a transportation company with 10,001+ employees
I have not noticed anything with the product itself, but with some of the connectors they have provided, there are some issues.
Development Lead at a energy/utilities company with 10,001+ 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

Alteryx users seek improved visualization, cloud integration, pricing flexibility, and better performance, facing challenges with complexity and affordability.
ThoughtSpot lacks customization, flexibility, and affordable options, with users desiring improved integrations, usability, and a free learning version.
The tool could include more native connectors, such as for global ERPs, instead of requiring additional fees for these connections.
Legal Coordinator at a transportation company with 10,001+ employees
The support structure changed; initially, we received great support, however, it later became less reliable due to licensing issues and a tiered support system.
Senior Capacity Planner at a financial services firm with 10,001+ employees
The additional features that Alteryx needs to work on to make it more competitive include better collaboration and easier integration through API.
Senior Consultant at a consultancy with 201-500 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

Alteryx's high pricing suits medium to large enterprises, offering comprehensive features and potential ROI in large-scale implementations.
ThoughtSpot offers competitive pricing with flexible negotiation, generally costing more than Power BI but less than Tableau.
The price is very high, with licensing typically starting around five thousand dollars plus user per year.
Senior Rpa Consultant at Accely Consulting
Alteryx is more cost-effective compared to Informatica licenses, offering savings.
Software Engineer at a computer software company with 10,001+ employees
It has a fair price when considering a larger-scale implementation.
Legal Coordinator at a transportation company with 10,001+ 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

Alteryx excels with its no-code ease, data blending, and analytics, enhancing decision-making for non-technical users.
ThoughtSpot simplifies data exploration with AI analytics, offering speed, scalability, and user-friendly interfaces for efficient decision-making.
Alteryx not only represents data but also supports decision-making by suggesting the next steps.
Chief Information Officer at granistr
Analysts who do not have any coding experience can still work on the transformation and preparation of data, which is quite useful.
Senior Consultant at a consultancy with 201-500 employees
Alteryx includes built-in tools such as drive time analysis and linear regression, which are much harder to achieve in standard BI tools such as Power BI or Tableau.
Senior Rpa Consultant at Accely Consulting
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
 

Categories and Ranking

Alteryx
Average Rating
8.4
Reviews Sentiment
6.9
Number of Reviews
85
Ranking in other categories
Predictive Analytics (1st), Data Science Platforms (6th), Data Preparation Tools (1st)
ThoughtSpot
Average Rating
8.0
Reviews Sentiment
6.6
Number of Reviews
18
Ranking in other categories
BI (Business Intelligence) Tools (10th), Data Visualization (9th), Embedded BI (6th)
 

Mindshare comparison

While both are Business Intelligence solutions, they serve different purposes. Alteryx is designed for Predictive Analytics and holds a mindshare of 7.6%, down 22.8% compared to last year.
ThoughtSpot, on the other hand, focuses on BI (Business Intelligence) Tools, holds 1.6% mindshare, up 1.4% since last year.
Predictive Analytics Mindshare Distribution
ProductMindshare (%)
Alteryx7.6%
Anaplan6.8%
SAP Business Data Cloud6.7%
Other78.9%
Predictive Analytics
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
ThoughtSpot1.6%
Microsoft Power BI9.3%
Tableau Enterprise6.7%
Other82.4%
BI (Business Intelligence) Tools
 

Featured Reviews

Rajneesh Prajapati - PeerSpot reviewer
Senior Rpa Consultant at Accely Consulting
Time-saving workflows have transformed data preparation and predictive analysis for my team
Some of the best features Alteryx offers are its no and low-code capabilities. It delivers massive time-saving and includes spatial and predictive analysis. Alteryx includes built-in tools such as drive time analysis and linear regression, which are much harder to achieve in standard BI tools such as Power BI or Tableau. In addition to these features, Alteryx provides built-in spatial tools that can calculate drive time and location-based insights with minimal effort through drag-and-drop spatial tools, low complex coding, faster, and more accurate results. Linear regression predicts sales based on marketing spend, estimates costs based on usage, and identifies trends in historical data. Alteryx has positively impacted my organization by saving time, improving accuracy, and enabling better decision-making. Using Alteryx, complex tasks such as data cleansing, joining datasets, drive time analysis, and linear regression can be done much faster compared to manual Excel or SQL work. This reduces dependency on manual effort and lowers the risk of human error. Drive time analysis helps my organization make better location-based decisions, such as identifying optimal service areas or improving customer reach.
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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Top Industries

By visitors reading reviews
Financial Services Firm
20%
Manufacturing Company
9%
Computer Software Company
7%
Retailer
6%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business32
Midsize Enterprise15
Large Enterprise54
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise14
 

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 directly if you want to know more.
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, R integrations if your team requires this. It can handle over 2 billion rows of...
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 the following: - An excellent desktop tool for Data Prep and analytics. - Featu...
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.
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...
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...
 

Comparisons

 

Overview

 

Sample Customers

AnalyticsIq Inc., belk, BloominBrands Inc., Cardinalhealth, Cineplex, Dairy Queen
Primary Capital Mortgage, Sterling Backcheck, RichRelevance, Rambus, Batteries Plus Bulbs
Find out what your peers are saying about Alteryx, Anaplan, SAP and others in Predictive Analytics. Updated: March 2026.
885,444 professionals have used our research since 2012.