Amazon Augmented AI vs Amazon SageMaker comparison

Amazon Augmented AI and Amazon SageMaker are both solutions in the AI Development Platforms category. Amazon Augmented AI is ranked #17 with an average rating of 8.0, while Amazon SageMaker is ranked #4 with an average rating of 8.0. Amazon Augmented AI holds a 0.6% mindshare in AIDP, compared to Amazon SageMaker’s 4.9% mindshare. Additionally, 100% of Amazon Augmented AI users are willing to recommend the solution, compared to 91% of Amazon SageMaker users who would recommend it.

Amazon Augmented AI

Read 1 Amazon Augmented AI review

290 Views
287 Comparison Views

100% willing to recommend

Amazon SageMaker

Read 38 Amazon SageMaker reviews

6,422 Views
2,826 Comparison Views

91% willing to recommend

Amazon Augmented AI

Amazon SageMaker

Comparison Buyer's Guide

Download the report

Executive Summary

We performed a comparison between Amazon Augmented AI and Amazon SageMaker based on real PeerSpot user reviews.

Find out what your peers are saying about Microsoft, Google, Hugging Face and others in AI Development Platforms.

To learn more, read our detailed AI Development Platforms Report (Updated: September 2025).

Buyer's Guide

AI Development Platforms

September 2025

Download the complete report

Helped 868,706 peers since 2012

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

Amazon Augmented AI

Ranking in AI Development Platforms

17th

Average Rating

8.0

Reviews Sentiment

6.1

Number of Reviews

Ranking in other categories

No ranking in other categories

Amazon SageMaker

Ranking in AI Development Platforms

4th

Average Rating

7.8

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Data Science Platforms (2nd)

Mindshare comparison

As of October 2025, in the AI Development Platforms category, the mindshare of Amazon Augmented AI is 0.6%, up from 0.4% compared to the previous year. The mindshare of Amazon SageMaker is 4.9%, down from 7.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.

AI Development Platforms Market Share Distribution
Product	Market Share (%)
Amazon SageMaker	4.9%
Amazon Augmented AI	0.6%
Other	94.5%

AI Development Platforms

Featured Reviews

reviewer2648256

Works

Automation reduces costs and boosts efficiency in financial tasks

I use Amazon Augmented AI for voice recognition and emotion recognition when I receive numerous emails, which are often not worth replying to. I rectify this with machine learning tools. I work in the financial industry, specializing in banks, insurance companies, government, and more The most…

Read full review

Saurabh Jaiswal

Python AWS & AI Expert at a tech consulting company

Create innovative assistants with seamless data integration for large-scale projects

The various integration options available in Amazon SageMaker, such as Firehose for connecting to data pipelines, are simple to use. Tools like AWS Glue integrate well for data transformations. The Databricks integration aids data scientists and engineers. SageMaker is fully managed, offers high availability, flexibility with TensorFlow, PyTorch, and MXNet, and comes with pre-trained algorithms for forecasting, anomaly detection, and more.

Read full review

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"The most valuable feature of Amazon Augmented AI is its automation capability."

"The few projects we have done have been promising."

"The most valuable features are the ability to store artifacts and gather reports and measures from experiments."

"They offer insights into everyone making calls in my organization."

"Amazon SageMaker is highly valuable for managing ML workloads. It connects to AWS cloud resources, making it easy to deploy algorithms and collaborate using tools like GitLab. It offers a wide range of Python libraries and other necessary tools for modelling and algorithms."

"We've had no problems with SageMaker's stability."

"The solution is easy to scale...The documentation and online community support have been sufficient for us so far."

"The technical support of the tool was good."

"I have contacted the solution's technical support, and they were really good. I rate the technical support a ten out of ten."

More Amazon SageMaker pros

Cons

"There needs to be continuous monitoring and improvement, especially regarding security issues, to address threats from hackers."

"The development support, costing twenty-nine dollars per month, is almost ineffective, with long email response times."

"I would recommend having more walkthrough videos and articles beyond AWS Skill Builder."

"Creating notebook instances for multiple users is pretty expensive in Amazon SageMaker."

"The solution is complex to use."

"One area where Amazon SageMaker could improve is its pricing. The high costs can drive companies to explore other cloud options. Additionally, while generally good, the updates sometimes come with bugs, and the documentation could be much better. More examples and clearer guidance would be helpful."

"When starting a new session, the waiting time can be quite long, ranging from two to five minutes."

"The model repository is a concern as models are stored on a bucket and there's an issue with versioning."

"One area for improvement is the pricing, which can be quite high."

"The dashboard could be improved by including more features and providing more information about deployed models, their drift, performance, scaling, and customization options."

More Amazon SageMaker cons

Pricing and Cost Advice

Information not available

"The cost offers a pay-as-you-go pricing model. It depends on the instance that you do."

"The product is expensive."

"The pricing is comparable."

"The tool's pricing is reasonable."

"On a scale from one to ten, where one is cheap, and ten is expensive, I rate the solution's pricing a six out of ten."

"Amazon SageMaker is a very expensive product."

"You don't pay for Sagemaker. You only pay for the compute instances in your storage."

"I rate the pricing a five on a scale of one to ten, where one is the lowest price, and ten is the highest price. The solution is priced reasonably. There is no additional cost to be paid in excess of the standard licensing fees."

More Amazon SageMaker pricing and cost advice

See which vendors are best for you

Use our free recommendation engine to learn which AI Development Platforms solutions are best for your needs.

See recommendations

868,706 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

No data available

Financial Services Firm

18%

Computer Software Company

11%

Manufacturing Company

University

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	12
Midsize Enterprise	11
Large Enterprise	16

Questions from the Community

What is your experience regarding pricing and costs for Amazon Augmented AI?

The support levels offered by Amazon vary in cost. While the development support is cheap, it is inadequate, and the better support levels depend on usage, such as the number of virtual machines an...

See all answers

What needs improvement with Amazon Augmented AI?

There needs to be continuous monitoring and improvement, especially regarding security issues, to address threats from hackers. Libraries require more tweaking for ongoing development and improveme...

See all answers

What is your primary use case for Amazon Augmented AI?

See all answers

How would you compare Databricks vs Amazon SageMaker?

We researched AWS SageMaker, but in the end, we chose Databricks. Databricks is a Unified Analytics Platform designed to accelerate innovation projects. It is based on Spark so it is very fast. It...

See all answers

What do you like most about Amazon SageMaker?

We've had experience with unique ML projects using SageMaker. For example, we're developing a platform similar to ChatGPT that requires models. We utilize Amazon SageMaker to create endpoints for t...

See all answers

What is your experience regarding pricing and costs for Amazon SageMaker?

If you manage it effectively, their pricing is reasonable. It's similar to anything in the cloud; if you don't manage it properly, it can be expensive, but if you do, it's fine.

See all answers

Comparisons

Microsoft Azure Machine Learning Studio vs Amazon Augmented AI

Compared 47% of the time

More Amazon Augmented AI Competitors

Dataiku vs Amazon SageMaker

Compared 11% of the time

Databricks vs Amazon SageMaker

Compared 9% of the time

Azure OpenAI vs Amazon SageMaker

Compared 8% of the time

DataRobot vs Amazon SageMaker

Compared 8% of the time

Google Vertex AI vs Amazon SageMaker

Compared 8% of the time

More Amazon SageMaker Competitors

Product Reports

Buyer's Guide

AI Development Platforms

September 2025

Download Amazon Augmented AI product report

Buyer's Guide

Amazon SageMaker

September 2025

Download Amazon SageMaker product report

Also Known As

Amazon A2I

AWS SageMaker, SageMaker

Overview

Amazon Augmented AI (Amazon A2I) makes it easy to build the workflows required for human review of ML predictions. Amazon A2I brings human review to all developers, removing the undifferentiated heavy lifting associated with building human review systems or managing large numbers of human reviewers.

Amazon Web Services (AWS)

Amazon SageMaker is a fully-managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. Amazon SageMaker removes all the barriers that typically slow down developers who want to use machine learning.

Amazon Web Services (AWS)

Sample Customers

T Mobile, VidMob, Ripcord, NHS BSA

DigitalGlobe, Thomson Reuters Center for AI and Cognitive Computing, Hotels.com, GE Healthcare, Tinder, Intuit

Buyer's Guide

AI Development Platforms

September 2025

Download Free Report

Find out what your peers are saying about Microsoft, Google, Hugging Face and others in AI Development Platforms. Updated: September 2025.

DOWNLOAD NOW

868,706 professionals have used our research since 2012.

See our list of best AI Development Platforms vendors.

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.