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Alteryx vs Amazon SageMaker comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 5, 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
6.8
Organizations using Amazon SageMaker achieve ROI through cost reductions and increased revenue, especially in fraud detection and advertising.
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
The return on investment varies by use case and offers significant value in revenue increases and cost saving capabilities, especially in real time fraud detection and targeted advertisements.
Senior Solutions Architect at a tech vendor with 10,001+ employees
Amazon SageMaker definitely provides ROI.
Machine Learning Engineer at Macquarie Group
 

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
6.8
AWS documentation helps users, but support experiences vary, with premium users usually receiving better assistance and quicker responses.
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 technical support from AWS is excellent.
Lead Consultant at Saama
The support is very good with well-trained engineers.
Senior Solutions Architect at a tech vendor with 10,001+ employees
The response time is generally swift, usually within seven to eight hours.
Python AWS & AI Expert at a tech consulting company
 

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
7.4
Amazon SageMaker offers scalable solutions for businesses of all sizes, though resource allocation and costs require careful management.
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
The availability of GPU instances can be a challenge, requiring proper planning.
Senior Solutions Architect at a tech vendor with 10,001+ employees
It works very well with large data sets from one terabyte to fifty terabytes.
Python AWS & AI Expert at a tech consulting company
Amazon SageMaker is scalable and works well from an infrastructure perspective.
Lead Consultant at Saama
 

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
Amazon SageMaker offers high stability with minimal glitches; proper configuration ensures consistent performance, despite occasional manageable challenges.
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
There are issues, but they are easily detectable and fixable, with smooth error handling.
Python AWS & AI Expert at a tech consulting company
The product has been stable and scalable.
Data Lake and MLOps Lead at a energy/utilities company with 10,001+ employees
I rate the stability of Amazon SageMaker between seven and eight.
Lead Consultant at Saama
 

Room For Improvement

Alteryx needs improved visualization, performance, and integration, with users frustrated by pricing, learning curve, and limited collaboration features.
Amazon SageMaker users seek better integration, clearer documentation, improved scalability, enhanced features, and reduced deployment costs for greater accessibility.
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
Having all documentation easily accessible on the front page of SageMaker would be a great improvement.
AWS & Azure Engineer at a media company with 11-50 employees
This would empower citizen data scientists to utilize the tool more effectively since many data scientists do not have a core development background.
Lead Consultant at Saama
Integration of the latest machine learning models like the new Amazon LLM models could enhance its capabilities.
Senior Solutions Architect 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.
Enterprise users find Amazon SageMaker pricing reasonable but costly, competitive with Azure and Google Cloud, with expensive querying.
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 cost for small to medium instances is not very high.
AWS & Azure Engineer at a media company with 11-50 employees
For a single user, prices might be high yet could be cheaper for user-managed services compared to AWS-managed services.
Lead Consultant at Saama
The pricing can be up to eight or nine out of ten, making it more expensive than some cloud alternatives yet more economical than on-premises setups.
Senior Solutions Architect at a tech vendor with 10,001+ employees
 

Valuable Features

Alteryx simplifies data workflows with a user-friendly interface, offering integration, automation, and advanced analytics without coding.
Amazon SageMaker offers key features like AutoML, seamless AWS integration, hyperparameter tuning, and easy model deployment for accessible machine learning.
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
SageMaker supports building, training, and deploying AI models from scratch, which is crucial for my ML project.
AWS & Azure Engineer at a media company with 11-50 employees
They offer insights into everyone making calls in my organization.
President & CEO at Y12
The most valuable features include the ML operations that allow for designing, deploying, testing, and evaluating models.
Senior Solutions Architect at a tech vendor with 10,001+ employees
 

Categories and Ranking

Alteryx
Ranking in Data Science Platforms
5th
Average Rating
8.4
Reviews Sentiment
6.9
Number of Reviews
87
Ranking in other categories
Predictive Analytics (1st), Data Preparation Tools (1st)
Amazon SageMaker
Ranking in Data Science Platforms
4th
Average Rating
7.8
Reviews Sentiment
7.0
Number of Reviews
39
Ranking in other categories
AI Development Platforms (4th)
 

Mindshare comparison

As of June 2026, in the Data Science Platforms category, the mindshare of Alteryx is 3.7%, down from 6.1% compared to the previous year. The mindshare of Amazon SageMaker is 3.4%, down from 6.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Science Platforms Mindshare Distribution
ProductMindshare (%)
Amazon SageMaker3.4%
Alteryx3.7%
Other92.9%
Data Science Platforms
 

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.
NeerajPokala - PeerSpot reviewer
Machine Learning Engineer at Macquarie Group
Automation has transformed document review and reduces manual effort in financial workflows
There will be many features in Amazon SageMaker itself, but we don't know whether the feature is there or not, particularly the documentation part. Whatever the new releases will be, they will not post very fast. It is very easy to deploy Amazon SageMaker. The documentation is also very good. It is good because we are able to collaborate with our notebooks. At a time we can develop simultaneously and work on different use cases in the same notebook itself.
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Top Industries

By visitors reading reviews
Financial Services Firm
20%
Manufacturing Company
8%
Computer Software Company
7%
Construction Company
6%
Financial Services Firm
18%
Manufacturing Company
9%
Computer Software Company
8%
University
6%
 

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 Business13
Midsize Enterprise11
Large Enterprise18
 

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...
How would you compare Databricks vs Amazon SageMaker?
We researched AWS SageMaker, but in the end, we chose Databricks. Databricks is a Unified Analytics Platform designed to accelerate innovation projects. It is based on Spark so it is very fast. It...
What is your experience regarding pricing and costs for Amazon SageMaker?
If you manage it effectively, their pricing is reasonable. It's similar to anything in the cloud; if you don't manage it properly, it can be expensive, but if you do, it's fine.
What needs improvement with Amazon SageMaker?
It takes some work. We need to refer to the documentation. The documentation is good regarding what other providers we are able to connect with. Out of five, I can say 3.5.
 

Comparisons

 

Also Known As

No data available
AWS SageMaker, SageMaker
 

Overview

 

Sample Customers

AnalyticsIq Inc., belk, BloominBrands Inc., Cardinalhealth, Cineplex, Dairy Queen
DigitalGlobe, Thomson Reuters Center for AI and Cognitive Computing, Hotels.com, GE Healthcare, Tinder, Intuit
Find out what your peers are saying about Alteryx vs. Amazon SageMaker and other solutions. Updated: June 2026.
900,644 professionals have used our research since 2012.