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Alteryx vs Toad Data Point comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Sep 10, 2024

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
6.6
Alteryx offers quick ROI through reduced data prep time and increased efficiency, despite high licensing costs.
Sentiment score
6.4
Toad Data Point delivers significant ROI, exceeding 100% annually, by enhancing data accuracy and efficiency for BI teams.
Tasks that earlier took hours in Excel or SQL are now completed in minutes.
Senior Rpa Consultant at a computer software company with 51-200 employees
From a time-saving perspective, we saved 60 to 75 percent of the human workforce needed and eliminated other disparate ETL tools, ultimately saving us over 600,000 dollars.
Senior Staff Cyber Security Cloud Data Architect at GE Healthcare
Alteryx helps familiarize managers with artificial intelligence-driven possibilities.
Chief Information Officer at granistr
If they contain duplicate counts or null records or improper data, those records would not be reliable.
Business Analyst at a financial services firm with 10,001+ employees
Financially, I understand that teams often see a return on investment of one hundred percent plus annually from Toad Data Point through time savings and tool consultation;
Junior Data Analyst at Lumendata
 

Customer Service

Sentiment score
7.1
Alteryx offers responsive service; technical support is knowledgeable, but users often rely on community forums for solutions.
Sentiment score
5.9
Toad Data Point's customer service is praised for responsiveness and efficacy, though lacks AI support and real-time debugging.
Customer support from Alteryx has been amazing.
Senior Staff Cyber Security Cloud Data Architect at GE Healthcare
they do have a website for resolving doubts and accessing helpful resources, including various tools and filters.
Senior Analyst at Guardian India Operation
I contacted customer support once or twice, and they were quick to respond.
Experience Technocrat driving IT initiatives at WISDOMBOWL
The quality of their support is excellent, and the speed is very good, too.
They resolved my issue within a day which was specifically around licensing.
ERP Manager at a tech services company with 5,001-10,000 employees
Overall, the service is excellent.
Senior Oracle Database Administrator at ODB Training and Software Services LLP
 

Scalability Issues

Sentiment score
7.2
Alteryx is scalable for enterprise analytics, but expanding usage can lead to concerns over costs and server requirements.
Sentiment score
6.7
Toad Data Point is scalable, efficiently connects databases, but Mac licensing is costly and large datasets may slow operations.
Alteryx is scalable for most enterprise analytics and data preparation workloads.
Senior Rpa Consultant at a computer software company with 51-200 employees
Suggestions for improvements in Alteryx include areas for increasing efficiency, particularly in processing telemetry data, which involves dealing with large volumes of unstructured data.
Senior Staff Cyber Security Cloud Data Architect at GE Healthcare
Alteryx is scalable, and I would give it eight out of ten.
Experience Technocrat driving IT initiatives at WISDOMBOWL
It does not scale well when considering the high cost of the Mac license.
ERP Manager at a tech services company with 5,001-10,000 employees
Some aspects, like scalability, could be improved to avoid writing different codes for each database.
Scalability has not been an issue because so far we have dumped about a billion records per year, and I do not see any issues as such.
Senior Data Scientist at a tech vendor with 10,001+ employees
 

Stability Issues

Sentiment score
7.8
Alteryx is highly regarded for its stability, fast data processing, and reliability, despite occasional server or workflow issues.
Sentiment score
7.6
Toad Data Point is stable but may experience minor issues with Windows updates and lag during large data exports.
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
Alteryx is a reliable tool, but it is also very heavy, requiring good laptop configurations, a minimum of 8GB RAM, and a recent processor such as i10.
Senior Analyst at Guardian India Operation
I often feel instability locally because it is a heavy application, and I feel some slowness in the response of the user interface.
Senior Data Scientist at a tech vendor with 10,001+ employees
 

Room For Improvement

Alteryx needs improved visualization, performance, and integration, with users frustrated by pricing, learning curve, and limited collaboration features.
Toad Data Point needs UI modernization, performance optimization, better collaboration, AI features, tool integration, and reduced licensing costs.
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
Better data visualization tools, improved integrations with modern tools, and enhanced collaboration features such as shared query libraries and real-time collaborations would be beneficial.
Senior Oracle Database Administrator at ODB Training and Software Services LLP
Toad Data Point should include more features for utilizing AI, which can automatically perform many tasks.
The application is heavy on my local PC; however, if I connect to a remote server, I think it works better.
Senior Data Scientist at a tech vendor with 10,001+ employees
 

Setup Cost

Enterprise buyers find Alteryx offers robust analytics but at high costs, weighed against potential efficiency and productivity benefits.
Toad Data Point has competitive pricing, but Mac licenses cost more; security benefits influence purchasing based on budget and needs.
The price is very high, with licensing typically starting around five thousand dollars plus user per year.
Senior Rpa Consultant at a computer software company with 51-200 employees
We found excellent use cases for automation through Alteryx, which provided the means to reduce operational costs and streamline the build of ETL pipelines without extensive coding.
Senior Staff Cyber Security Cloud Data Architect at GE Healthcare
Alteryx is more cost-effective compared to Informatica licenses, offering savings.
Software Engineer at a computer software company with 10,001+ employees
The Mac licenses are expensive, costing 1,600 dollars each.
ERP Manager at a tech services company with 5,001-10,000 employees
The pricing for Toad Data Point is where it gets into trouble.
The pricing is cost-effective; it is neither too cheap nor too expensive, it's a good value.
Senior Oracle Database Administrator at ODB Training and Software Services LLP
 

Valuable Features

Alteryx simplifies data workflows with a user-friendly interface, offering integration, automation, and advanced analytics without coding.
Toad Data Point offers seamless data connectivity, automation, and AI analysis, enhancing productivity and simplifying data management tasks.
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 a computer software company with 51-200 employees
I am able to have cross-connection queries, blend and join data from multiple different databases in a single query, with data profiling, automation and scheduling, and export and reporting tools.
Junior Data Analyst at Lumendata
I utilize automations in my database with Ansible automations, performing automation data processing units and deployment, which has a positive impact, increasing efficiency and reducing human error, as well as saving time, thus improving productivity and scalability compared to human errors.
Senior Oracle Database Administrator at ODB Training and Software Services LLP
There is a feature called Toad Automation, which is a valuable tool.
 

Categories and Ranking

Alteryx
Ranking in Data Preparation Tools
1st
Average Rating
8.4
Reviews Sentiment
6.9
Number of Reviews
87
Ranking in other categories
Predictive Analytics (1st), Data Science Platforms (5th)
Toad Data Point
Ranking in Data Preparation Tools
4th
Average Rating
8.6
Reviews Sentiment
6.9
Number of Reviews
9
Ranking in other categories
Data Integration (20th)
 

Mindshare comparison

As of June 2026, in the Data Preparation Tools category, the mindshare of Alteryx is 8.2%, down from 26.9% compared to the previous year. The mindshare of Toad Data Point is 4.2%, down from 8.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Preparation Tools Mindshare Distribution
ProductMindshare (%)
Alteryx8.2%
Toad Data Point4.2%
Other87.6%
Data Preparation Tools
 

Featured Reviews

ManojBehera - PeerSpot reviewer
Senior Staff Cyber Security Cloud Data Architect at GE Healthcare
Automated complex ETL workflows have reduced coding effort and improved data integration
One area for improvement is in integrating mostly the data which comes from telemetry, where I can see some sort of improvisations can be made. It is a massive amount of unstructured data, and I believe Alteryx is able to handle it, but there can be some improvements. Suggestions for improvements in Alteryx include areas for increasing efficiency, particularly in processing telemetry data, which involves dealing with large volumes of unstructured data. Additionally, I believe when we use filter tools immediately after the input source, there can be slowdowns when handling massive data. The user experience of Alteryx is generally good, but there are areas for improvement from a user's perspective, particularly regarding user interface enhancements. I think there's always room for improvement, but otherwise, Alteryx has been a great tool for me. We haven't experienced significant disruptions while increasing data volumes, though I sense there could be performance issues as data grows exponentially. This is an area that could use improvement in Alteryx.
Sudunagunta Bhavya Lekha - PeerSpot reviewer
Junior Data Analyst at Lumendata
Drag-and-drop workflows have accelerated cross-database analysis and simplified daily reporting
I consider user interface modernization in Toad Data Point to be an area for improvement; it could be enhanced with a more modern, web-based look and smoother navigation, focusing on better UX and dashboard customization. Real-time collaboration could benefit from trying Git-style integration, which would strengthen team collaboration features. Performance with large data sets sometimes slows down our workflows, so implementing a better optimization engine specifically for big data workflows could enhance functionality, along with improvements in cloud-native deployment for better browser access. For the dashboarding feature, I believe Toad Data Point could improve by offering more interactive dashboards and advanced visualizations beyond the current basic charts and pivots. Implementing capabilities such as drill-down, interactive filters, and dynamic parameter selections would align more with BI-style interactivity. Visualizations compared to tools such as Microsoft Power BI or Tableau are quite limited, so enhancing this area with cloud-hosted interactive dashboards and seamless auto-refresh options would greatly improve user experience.
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Top Industries

By visitors reading reviews
Financial Services Firm
19%
Manufacturing Company
8%
Computer Software Company
7%
Construction Company
6%
Financial Services Firm
19%
Healthcare Company
9%
Manufacturing Company
9%
Comms Service Provider
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business33
Midsize Enterprise16
Large Enterprise56
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise1
Large Enterprise5
 

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 Toad Data Point?
The pricing is cost-effective; it is neither too cheap nor too expensive, it's a good value.
What needs improvement with Toad Data Point?
Areas for improvement in Toad Data Point usage could include a better UI interface, building in AI assistance, and faster performance for large databases, especially since accessing a terabyte of d...
What is your primary use case for Toad Data Point?
My use case is mainly for business analysis, and I also use it for some parts of machine learning and AI, and in some cases, I use it for healthcare purposes.
 

Comparisons

 

Overview

 

Sample Customers

AnalyticsIq Inc., belk, BloominBrands Inc., Cardinalhealth, Cineplex, Dairy Queen
Concordia University
Find out what your peers are saying about Alteryx vs. Toad Data Point and other solutions. Updated: April 2026.
899,204 professionals have used our research since 2012.