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- Amazon SageMaker-vs-Anaconda
Compare Amazon SageMaker and Anaconda 
At a Glance
Market Segments
Small-Business (36.1% of reviews)
Enterprise (39.8% of reviews)
Entry-Level Pricing
No pricing available
$0.00 1 User With One-Time Purchase
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 SageMakerAnaconda
Star Rating
(126)4.6 out of 5
Market Segments
Enterprise (39.8% of reviews)
Entry-Level Pricing
$0.00 1 User With One-Time Purchase
Browse all 4 pricing plansSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that Amazon SageMaker excels in its managed service capabilities, with a high rating of 9.5 for deployment, while Anaconda's managed service rating is lower at 8.6, indicating that SageMaker may offer a more seamless experience for users looking for a fully managed solution.
- Reviewers mention that SageMaker's scalability is impressive, scoring 9.7, which is significantly higher than Anaconda's 8.8. This suggests that SageMaker is better suited for users who anticipate needing to scale their machine learning models rapidly.
- G2 users highlight that Anaconda shines in data ingestion and wrangling, receiving a score of 8.8 compared to SageMaker's 8.1. This indicates that users may find Anaconda more effective for preparing and cleaning data before model training.
- Users on G2 report that SageMaker's drag-and-drop interface is rated at 9.0, making it more user-friendly for those who prefer visual programming, while Anaconda's drag-and-drop feature is rated lower at 7.8, suggesting a less intuitive experience.
- Reviewers say that both platforms offer robust support for machine learning services, but SageMaker's ratings for Computer Vision and Natural Language Processing are notably higher, with scores of 9.2 and 9.0 respectively, indicating a stronger focus on these areas compared to Anaconda.
- Users report that Anaconda's community activity and documentation quality are strong points, with a focus on collaborative features, which may appeal to users looking for extensive community support and resources, while SageMaker's documentation is perceived as less comprehensive.
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Pricing
Entry-Level Pricing
Amazon SageMaker
No pricing availableAnaconda
Free
$0.00
1 User With One-Time Purchase
Free forever. For students, academics, and hobbyists.
- Basic workspace for the student or practitioner
- 5GB for shareable, cloud-hosted notebooks
- Thousands of curated packages
Free Trial
Amazon SageMaker
No trial information availableAnaconda
Free Trial is available
Ratings
Meets Requirements
8.8
32
9.2
86
Ease of Use
8.4
32
9.0
85
Ease of Setup
8.4
19
8.6
14
Ease of Admin
8.4
18
9.1
11
Quality of Support
8.7
28
8.6
76
Has the product been a good partner in doing business?
9.3
18
9.2
11
Product Direction (% positive)
8.8
30
9.2
77
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
8.8
55
8.8
13
8.7
54
9.0
12
7.8
48
Model Development
8.9
25
8.5
54
8.3
24
7.8
49
8.4
29
8.2
56
8.9
29
8.9
58
Model Development
8.6
15
7.9
53
8.9
15
8.8
56
8.6
15
8.4
51
Machine/Deep Learning Services
9.2
22
8.8
53
9.0
24
8.8
55
8.8
21
8.6
54
9.0
24
8.7
54
Machine/Deep Learning Services
9.6
12
8.8
51
9.2
13
8.8
51
9.0
13
8.5
49
9.0
14
8.8
51
Deployment
8.8
28
8.4
56
8.6
28
8.8
60
9.0
27
8.4
58
Deployment
9.5
14
8.6
52
8.8
14
8.9
52
9.7
13
8.8
50
Generative AI
Feature Not Available
8.1
6
Feature Not Available
8.3
6
Feature Not Available
6.4
6
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
Categories
Categories
Shared Categories
Amazon SageMaker and Anaconda are categorized as Data Science and Machine Learning Platforms
Unique Categories
Amazon SageMaker is categorized as MLOps Platforms and Generative AI Infrastructure
Anaconda has no unique categories
Reviews
Reviewers' Company Size
Amazon SageMaker
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Anaconda
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
27.1%
Information Technology and Services
26.3%
Higher Education
6.8%
Education Management
5.9%
Computer & Network Security
3.4%
Other
30.5%
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
Anaconda
Most Helpful Favorable Review
Kaushal P.
Verified User in Computer Software
During my final year project "Identifying and marking player during live matches" I used most of the features like Spider, Notebook, Jupiter Notebook. It's easy to implement solutions in anaconda. The latest feature that I checked recently is Anaconda is...
Most Helpful Critical Review
Verified User in Telecommunications
The thing which i dislike is anaconda platform speed, i found it sometimes very slow.
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.
Kaushal P.
Verified User in Computer Software
During my final year project "Identifying and marking player during live matches" I used most of the features like Spider, Notebook, Jupiter Notebook. It's easy to implement solutions in anaconda. The latest feature that I checked recently is Anaconda is...
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 Telecommunications
The thing which i dislike is anaconda platform speed, i found it sometimes very slow.
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
Is there any way to say goodbye to pip install in Anaconda Enterprise
1 comment
A_
Not yet as of nowRead more
How to create the private environment in the anaconda?
1 comment
G2
After opening the ANACONDA, there Environment option below Home, by clicking create we can create private environments, also if you already have private...Read more
Which platform is better to do python coding ?
1 comment
PS
Anaconda Because it provides a very great platform with all python librariesRead more
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