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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
6.8
Alteryx users praise its quick ROI, process automation, AI opportunities, and efficiency despite its high cost.
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.
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
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.
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
6.0
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, 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
7.8
Alteryx is praised for stability and speed with minor issues, excelling in data processing over competitors but needing cloud improvements.
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.
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 needs enhancements in visualization, cloud integration, pricing, scalability, and support for machine learning and database connectivity.
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.
The additional features that Alteryx needs to work on to make it more competitive include better collaboration and easier integration through API.
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.
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.
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.
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.
Analysts who do not have any coding experience can still work on the transformation and preparation of data, which is quite useful.
Alteryx is user-friendly and allows easy creation of workflows compared to Informatica PowerCenter.
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.
 

Categories and Ranking

Alteryx
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
83
Ranking in other categories
Predictive Analytics (1st), Data Science Platforms (5th), Data Preparation Tools (1st)
ThoughtSpot
Average Rating
8.0
Reviews Sentiment
6.5
Number of Reviews
16
Ranking in other categories
BI (Business Intelligence) Tools (11th), Data Visualization (10th), Embedded BI (5th)
 

Mindshare comparison

While both are Business Intelligence solutions, they serve different purposes. Alteryx is designed for Predictive Analytics and holds a mindshare of 14.0%, down 25.1% compared to last year.
ThoughtSpot, on the other hand, focuses on BI (Business Intelligence) Tools, holds 1.5% mindshare, up 1.5% since last year.
Predictive Analytics Market Share Distribution
ProductMarket Share (%)
Alteryx14.0%
Anaplan13.8%
SAP Analytics Cloud12.7%
Other59.5%
Predictive Analytics
BI (Business Intelligence) Tools Market Share Distribution
ProductMarket Share (%)
ThoughtSpot1.5%
Microsoft Power BI14.1%
Tableau Enterprise10.3%
Other74.1%
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.
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.
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Top Industries

By visitors reading reviews
Financial Services Firm
23%
Manufacturing Company
9%
Computer Software Company
8%
Retailer
6%
Financial Services Firm
19%
Computer Software Company
12%
Manufacturing Company
10%
Healthcare Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business31
Midsize Enterprise15
Large Enterprise51
By reviewers
Company SizeCount
Small Business3
Large Enterprise12
 

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 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...
 

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, SAP, Altair and others in Predictive Analytics. Updated: September 2025.
869,202 professionals have used our research since 2012.