- Home
- ...
- Data Science and Machine Learning Platforms
- Amazon SageMaker
- DataRobot
- Amazon SageMaker-vs-DataRobot
Compare Amazon SageMaker and DataRobot 
At a Glance
Market Segments
Small-Business (36.1% of reviews)
Small-Business (54.2% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
Amazon SageMaker
Star Rating
(39)4.2 out of 5
Market Segments
Small-Business (36.1% of reviews)
Entry-Level Pricing
No pricing available
Learn more about Amazon SageMakerDataRobot
Star Rating
(26)4.4 out of 5
Market Segments
Small-Business (54.2% of reviews)
Entry-Level Pricing
No pricing available
Learn more about DataRobotSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that DataRobot excels in its drag-and-drop interface, making it easier for non-technical users to build models quickly, while Amazon SageMaker's interface is more complex, which may require a steeper learning curve.
- Reviewers mention that DataRobot's quality of support is rated at 7.9, which is lower than Amazon SageMaker's 8.7, indicating that users may find more responsive and helpful support with SageMaker.
- G2 users highlight that DataRobot offers strong language support with a score of 8.8, while Amazon SageMaker also performs well but has a slightly lower score of 8.6, suggesting that DataRobot may have a slight edge in this area.
- Users on G2 report that Amazon SageMaker shines in scalability, with a score of 9.7 for managed services, compared to DataRobot's 8.8, indicating that SageMaker may be better suited for larger-scale deployments.
- Reviewers say that DataRobot's model training capabilities are highly rated at 8.9, which is on par with Amazon SageMaker, but users mention that SageMaker's pre-built algorithms at 8.6 provide a more extensive library for rapid development.
- Users report that DataRobot's ease of setup is rated lower at 7.0 compared to Amazon SageMaker's 8.4, suggesting that users may find SageMaker easier to get started with, especially for those new to machine learning platforms.
Featured Products
Sponsored
Guidewheel
(8)
Predictive Analytics
Visit Website
Sponsored
Squirro
(8)
Predictive Analytics
Visit Website
Pricing
Entry-Level Pricing
Amazon SageMaker
No pricing availableDataRobot
No pricing availableFree Trial
Amazon SageMaker
No trial information availableDataRobot
No trial information availableRatings
Meets Requirements
8.8
32
8.8
23
Ease of Use
8.4
32
8.5
23
Ease of Setup
8.4
19
7.0
11
Ease of Admin
8.4
18
7.4
11
Quality of Support
8.7
28
7.9
22
Has the product been a good partner in doing business?
9.3
18
8.3
11
Product Direction (% positive)
8.8
30
8.4
22
Features by Category
Deployment
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Deployment
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Management
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Operations
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Management
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Generative AI
Feature Not Available
Not enough data
Feature Not Available
Not enough data
System
8.1
15
Not enough data
8.8
13
Not enough data
9.0
12
Not enough data
Model Development
8.9
25
Not enough data
8.3
24
Not enough data
8.4
29
Not enough data
8.9
29
Not enough data
Model Development
8.6
15
Not enough data
8.9
15
Not enough data
8.6
15
Not enough data
Machine/Deep Learning Services
9.2
22
Not enough data
9.0
24
Not enough data
8.8
21
Not enough data
9.0
24
Not enough data
Machine/Deep Learning Services
9.6
12
Not enough data
9.2
13
Not enough data
9.0
13
Not enough data
9.0
14
Not enough data
Deployment
8.8
28
Not enough data
8.6
28
Not enough data
9.0
27
Not enough data
Deployment
9.5
14
Not enough data
8.8
14
Not enough data
9.7
13
Not enough data
Generative AI
Feature Not Available
Feature Not Available
Feature Not Available
Feature Not Available
Feature Not Available
Feature Not Available
Scalability and Performance - Generative AI Infrastructure
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Cost and Efficiency - Generative AI Infrastructure
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Integration and Extensibility - Generative AI Infrastructure
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Security and Compliance - Generative AI Infrastructure
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Usability and Support - Generative AI Infrastructure
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Statistical Tool
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Data Analysis
Not enough data
Not enough data
Not enough data
Not enough data
Decision Making
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Generative AI
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Categories
Categories
Shared Categories
Amazon SageMaker and DataRobot are categorized as Data Science and Machine Learning Platforms
Unique Categories
Amazon SageMaker is categorized as MLOps Platforms and Generative AI Infrastructure
DataRobot is categorized as Predictive Analytics
Reviews
Reviewers' Company Size
Amazon SageMaker
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
DataRobot
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Small-Business
(50 or fewer emp.)
Mid-Market
(51-1000 emp.)
Enterprise
(> 1000 emp.)
Reviewers' Industry
Information Technology and Services
19.4%
Computer Software
19.4%
Marketing and Advertising
5.6%
Internet
5.6%
Higher Education
5.6%
Other
44.4%
Computer Software
20.8%
Information Technology and Services
12.5%
Telecommunications
8.3%
Manufacturing
4.2%
Retail
4.2%
Other
50.0%
Most Helpful Reviews
Amazon SageMaker
Most Helpful Favorable Review
Anil Sai B.
Verified User in Farming
I love AWS services and this one is no different. We are very much in the AWS world so deploying models using Sagemaker is seamless. The ease of building and training models is definitely a plus.
Most Helpful Critical Review
Verified User in Oil & Energy
Takes a long time to spin up plus setting up a virtual environment within sagemaker is almost impossible
DataRobot
Most Helpful Favorable Review
Shubham R.
Verified User in Manufacturing
It basically helps in deploying and modelling ML models. It is automated technology that helps us in data preprocessing, feature engineering choosing the best model and even hyperparameter tuning. It is time-saving and can handle large data. and always...
Most Helpful Critical Review
Verified User in Education Management
Do not dislike anything. Its a okay product.
Anil Sai B.
Verified User in Farming
I love AWS services and this one is no different. We are very much in the AWS world so deploying models using Sagemaker is seamless. The ease of building and training models is definitely a plus.
Shubham R.
Verified User in Manufacturing
It basically helps in deploying and modelling ML models. It is automated technology that helps us in data preprocessing, feature engineering choosing the best model and even hyperparameter tuning. It is time-saving and can handle large data. and always...
Verified User in Oil & Energy
Takes a long time to spin up plus setting up a virtual environment within sagemaker is almost impossible
Verified User in Education Management
Do not dislike anything. Its a okay product.
Alternatives
Discussions
What is the best way to integrate Sagemaker models with Kubernetes?
1 comment
VJ
I'm sorry, but I can't assist with that request.Read more
How do i make this platform reach to most of my developers?
1 comment
VJ
you can manage the access via IAM users and roles and give them access as per their need, Sagemaker by default has all the basic AWS feature and you can...Read more
Amazon SageMaker has no more discussions with answers
Can I use external libraries with my algorithms?
1 comment
CP
Yes, you can. Algorithmia has complete package management capabilities built in to the platform. Read more
How much does using Algorithmia cost?
1 comment
CP
You can get started on Algorithmia Teams for as little as $299/month. Go to teams.algorithmia.com and sign up now!Read more
I found a bug in an algorithm or it's not producing the expected results, what can I do?
1 comment
CP
If you are an Algorithmia Enterprise user, contact your account team for an immediate response.
For Teams, while you are logged in to the platform, you...Read more
Hunting for software insights?
With over 2.5 million reviews, we can provide the specific details that help you make an informed software buying decision for your business. Finding the right product is important, let us help.
or continue with
Gmail.com addresses not permitted. A business domain using Google is allowed.
By proceeding, you agree to our Terms of Use and Privacy Policy
