We performed a comparison between Amazon SageMaker and Replicate based on real PeerSpot user reviews.
Find out what your peers are saying about Microsoft, Google, TensorFlow and others in AI Development Platforms."The few projects we have done have been promising."
"The superb thing that SageMaker brings is that it wraps everything well. It's got the deployment, the whole framework."
"The solution is easy to scale...The documentation and online community support have been sufficient for us so far."
"The most valuable feature of Amazon SageMaker for me is the model deployment service."
"Allows you to create API endpoints."
"Feature Store, CodeCommit, versioning, model control, and CI/CD pipelines are the most valuable features in Amazon SageMaker."
"The tool makes our ML model development a bit more efficient because everything is in one environment."
"I have contacted the solution's technical support, and they were really good. I rate the technical support a ten out of ten."
"Replicate is a beneficial tool for disaster recovery planning."
"The payment and monitoring metrics are a bit confusing not only for Amazon SageMaker but also for the range of other products that fall under AWS, especially for a new user of the product."
"Creating notebook instances for multiple users is pretty expensive in Amazon SageMaker."
"There are other better solutions for large data, such as Databricks."
"SageMaker would be improved with the addition of reporting services."
"In general, improvements are needed on the performance side of the product's graphical user interface-related area since it consumes a lot of time for a user."
"The documentation must be made clearer and more user-friendly."
"I would say the IDE is quite immature, but it is still in its infancy, so I expect it to get better over time."
"The product must provide better documentation."
"I feel that the marketing activities of the product are an area of concern...Replicate is a very beneficial tool that should be marketed well enough in a good way."
Amazon SageMaker is ranked 5th in AI Development Platforms with 19 reviews while Replicate is ranked 12th in AI Development Platforms with 1 review. Amazon SageMaker is rated 7.4, while Replicate is rated 8.0. The top reviewer of Amazon SageMaker writes "Easy to use and manage, but the documentation does not have a lot of information". On the other hand, the top reviewer of Replicate writes "Easy to use and good for disaster recovery planning". Amazon SageMaker is most compared with Databricks, Azure OpenAI, Google Vertex AI and Domino Data Science Platform, whereas Replicate is most compared with Hugging Face, Together Inference, Google Vertex AI and Azure OpenAI.
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We monitor all AI Development Platforms reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.
