Amazon SageMaker Ratings (September 2025)
This page breaks down Amazon SageMaker ratings from all verified review sources to give you a clear, unbiased view of what real users think in September 2025.
We’ve aggregated the latest scores from all major platforms like Trustpilot, G2, Capterra and many more to help you understand Amazon SageMaker’s overall reputation. This data-driven overview will show you exactly how Amazon SageMaker is rated - including how it compares to competitors.
Amazon SageMaker's Overall Rating Summary
- Average Rating:4.4/5
- Total Reviews:683 reviews
- Sources:G2, Capterra, Trustradius, Gartner, Getapp, Softwareadvice
- Last updated:September 1, 2025
Amazon SageMaker Ratings by Source
| Platform | Rating | Reviews | Last Update |
|---|---|---|---|
 G2 | 4.3/5 | 45+ reviews | 01.09.25 |
 Capterra | 4.7/5 | 3+ reviews | 01.09.25 |
 Trustradius | 4/5 | 54+ reviews | 01.09.25 |
 Gartner | 4.4/5 | 575+ reviews | 01.09.25 |
 Getapp | 4.7/5 | 3+ reviews | 01.09.25 |
 Softwareadvice | 4.7/5 | 3+ reviews | 01.09.25 |
What is Amazon SageMaker?
Amazon SageMaker is a fully managed service that enables high-performance, low-cost machine learning (ML) for any use case, offering tools like notebooks, debuggers, profilers, pipelines, and MLOps in one integrated development environment (IDE). It supports governance requirements with simplified access control and transparency, and provides tools to build, train, and deploy foundation models (FMs) with fine-tuning, experimentation, and retraining capabilities. SageMaker also offers access to hundreds of pretrained models, including publicly available FMs, and features such as human-in-the-loop capabilities, generative AI assistance, and scalable infrastructure.
🤔 Amazon SageMaker vs Competitors: How Do Ratings Compare?
Check out Amazon SageMaker AlternativesFrequently Asked Questions
How trustworthy is Amazon SageMaker?
According to Gartner and Trustradius review sites Amazon SageMaker holds ratings of 4.4/5 and 4/5 respectively from 629 reviews, indicating that users consistently find value and reliability in the platform as of September 2025.
How many stars is Amazon SageMaker rated?
Amazon SageMaker has an average star rating of 4.4 out of 5 stars based on average of 683 reviews as of September 2025.
Where does the rating data come from?
The ratings are pulled from Amazon SageMaker public reviews pages on platforms: G2, Capterra, Trustradius, Gartner, Getapp, Softwareadvice. We update these ratings monthly to ensure they reflect the most current customer feedback.
How overall average rating for Amazon SageMaker is calculated?
The overall average rating is calculated by taking the weighted average of all ratings, using the total reviews count from each platform as the weight.