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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
7.0
Alteryx offers a high ROI with reduced manual effort, improved efficiency, and cost savings despite its high price.
Sentiment score
6.6
Amazon SageMaker offers varied ROI, improving efficiency and reducing costs with real-time fraud detection, despite long-term expense concerns.
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
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
 

Customer Service

Sentiment score
7.3
Alteryx support is reliable with an active community, though some users experience slow responses without premium access.
Sentiment score
6.9
Amazon SageMaker support is praised for expertise, though some note slow responses and challenges for new users. Responses vary.
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
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 scales well, managing large data and users across departments, though expansion may raise cost concerns.
Sentiment score
7.5
Amazon SageMaker is highly scalable and flexible, but may need skilled personnel and resource adjustments for optimal performance.
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
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
7.9
Alteryx is praised for stability and efficiency, handling large datasets well, with minor bugs rarely affecting performance.
Sentiment score
7.6
Amazon SageMaker is praised for stability and reliability, though users face a learning curve and occasional UI changes.
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
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 could benefit from better visualization, integration, user-friendliness, pricing, large dataset performance, cloud integration, and documentation improvements.
Amazon SageMaker users desire improved pricing, interface, documentation, integration, and features for scalability, automation, security, and usability.
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

Alteryx offers powerful analytics for enterprises, but costs are high; discounts and careful budgeting are recommended to maximize ROI.
Amazon SageMaker is costly but flexible, offering pay-as-you-go pricing and discounts, with charges only for compute resources.
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
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 provides an intuitive, codeless interface for data blending, predictive analytics, and automation, enhancing workflow efficiency and integration.
Amazon SageMaker offers seamless AWS integration, intuitive tools, and scalability, supporting both beginner and expert machine learning projects.
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
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
6th
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
84
Ranking in other categories
Predictive Analytics (1st), Data Preparation Tools (1st)
Amazon SageMaker
Ranking in Data Science Platforms
2nd
Average Rating
7.8
Reviews Sentiment
7.0
Number of Reviews
38
Ranking in other categories
AI Development Platforms (4th)
 

Mindshare comparison

As of January 2026, in the Data Science Platforms category, the mindshare of Alteryx is 4.2%, down from 6.6% compared to the previous year. The mindshare of Amazon SageMaker is 4.6%, down from 7.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Science Platforms Market Share Distribution
ProductMarket Share (%)
Amazon SageMaker4.6%
Alteryx4.2%
Other91.2%
Data Science Platforms
 

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.
Saurabh Jaiswal - PeerSpot reviewer
Python AWS & AI Expert at a tech consulting company
Create innovative assistants with seamless data integration for large-scale projects
The various integration options available in Amazon SageMaker, such as Firehose for connecting to data pipelines, are simple to use. Tools like AWS Glue integrate well for data transformations. The Databricks integration aids data scientists and engineers. SageMaker is fully managed, offers high availability, flexibility with TensorFlow, PyTorch, and MXNet, and comes with pre-trained algorithms for forecasting, anomaly detection, and more.
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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
18%
Computer Software Company
10%
Manufacturing Company
9%
University
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business32
Midsize Enterprise15
Large Enterprise53
By reviewers
Company SizeCount
Small Business12
Midsize Enterprise11
Large Enterprise17
 

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 do you like most about Amazon SageMaker?
We've had experience with unique ML projects using SageMaker. For example, we're developing a platform similar to ChatGPT that requires models. We utilize Amazon SageMaker to create endpoints for t...
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.
 

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: December 2025.
881,082 professionals have used our research since 2012.