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- Amazon SageMaker
- DataRobot
- Amazon SageMaker-vs-DataRobot
Compare Amazon SageMaker and DataRobot 
At a Glance
Market Segments
Small-Business (34.1% of reviews)
Small-Business (54.2% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
Amazon SageMaker
Star Rating
(44)4.3 out of 5
Market Segments
Small-Business (34.1% 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, requiring a steeper learning curve.
- Reviewers mention that DataRobot's automated machine learning capabilities significantly reduce the time needed for model training, whereas users on G2 highlight that Amazon SageMaker offers more flexibility with custom algorithms, appealing to advanced users.
- G2 users indicate that DataRobot's quality of support is rated lower than Amazon SageMaker's, with users noting that SageMaker's support team is more responsive and helpful in troubleshooting issues.
- Users say that DataRobot's deployment process is straightforward, with managed service options that simplify scaling, while reviewers mention that Amazon SageMaker provides superior scalability options, particularly for large-scale applications.
- Reviewers mention that DataRobot's data ingestion and wrangling features are robust, but some users report that Amazon SageMaker's integration with AWS services offers a more seamless experience for those already within the AWS ecosystem.
- Users on G2 highlight that DataRobot's model registry management is less intuitive compared to Amazon SageMaker, which provides a more comprehensive set of tools for monitoring and governing models post-deployment.
Featured Products
Sponsored
Guidewheel
(9)
Predictive Analytics
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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
8.7
36
8.8
23
Ease of Use
8.5
37
8.5
23
Ease of Setup
8.6
24
7.0
11
Ease of Admin
8.4
20
7.4
11
Quality of Support
8.6
32
7.9
22
Has the product been a good partner in doing business?
9.2
20
8.3
11
Product Direction (% positive)
9.0
35
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
Not enough data
Not enough data
Not enough data
Not enough data
System
8.1
18
Not enough data
8.9
16
Not enough data
9.1
15
Not enough data
Model Development
8.9
28
Not enough data
8.2
27
Not enough data
8.4
32
Not enough data
8.9
32
Not enough data
Model Development
8.6
18
Not enough data
8.8
18
Not enough data
8.4
18
Not enough data
Machine/Deep Learning Services
8.9
25
Not enough data
9.1
27
Not enough data
8.9
24
Not enough data
9.0
27
Not enough data
Machine/Deep Learning Services
9.7
15
Not enough data
9.2
16
Not enough data
9.0
16
Not enough data
9.1
17
Not enough data
Deployment
8.7
31
Not enough data
8.6
31
Not enough data
9.1
30
Not enough data
Deployment
9.1
17
Not enough data
8.5
17
Not enough data
9.2
16
Not enough data
Generative AI
8.7
5
Not enough data
9.0
5
Not enough data
Not enough data
Not enough data
Agentic AI - Data Science and Machine Learning Platforms
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
Not enough data
Not enough data
Not enough data
Not enough data
Scalability and Performance - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Cost and Efficiency - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Integration and Extensibility - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Security and Compliance - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Usability and Support - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
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
Not enough data
Not enough data
Not enough data
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
17.1%
Computer Software
17.1%
Marketing and Advertising
4.9%
Internet
4.9%
Hospital & Health Care
4.9%
Other
51.2%
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
maría jose g.
Verified User in Computer Software
I love this platform is so simple because it allows me as a developer to create data in a simple way I do not have to work in a tedious way implementing algorithms because it gives me everything is so simple it saves me many hours of work because with it I...
Most Helpful Critical Review
Femina B.
Verified User in Marketing and Advertising
i wanted to work on passing and image. or video input and get the image output out of it but was not really helpful as it takes the data in excel format and then we have to save it in s3 bucket. it retrives he data from it but not sure how to pass on in...
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.
maría jose g.
Verified User in Computer Software
I love this platform is so simple because it allows me as a developer to create data in a simple way I do not have to work in a tedious way implementing algorithms because it gives me everything is so simple it saves me many hours of work because with it I...
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...
Femina B.
Verified User in Marketing and Advertising
i wanted to work on passing and image. or video input and get the image output out of it but was not really helpful as it takes the data in excel format and then we have to save it in s3 bucket. it retrives he data from it but not sure how to pass on in...
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
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
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
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