Amazon Web Services (AWS) Reviews, Ratings & Features 2026 | Gartner Peer Insights

Generative AI (GenAI) model providers focus on developing and providing generative AI technologies and make them available to other developers, businesses and general public through APIs or commercial licenses. Generative AI refers to technologies that can generate new derived versions of content, strategies, designs and methods by learning from large repositories of original source content. This layer of vendors offers access to commercial or open-source foundation models such as LLMs and other types of generative algorithms (such as GANs, genetic/evolutionary algorithms or simulations). These models can be provided for developers to embed into their applications or be used as base models for fine-tuning customized models for their software offerings or internal enterprise use cases. This helps businesses gain the benefits of advanced generative AI technologies while avoiding the high costs, expertise requirements and time needed to develop these technologies in-house. Please note that this market is based on Beta research and is continuously evolving. We will be making changes as and when there are new updates.

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Find the top Generative AI Model Providers with Gartner. Compare and filter by verified product reviews and choose the software that’s right for your organization.

Generative AI Model Providers

Amazon Bedrock

Amazon Nova

Amazon Web Services (AWS)

Director of IT

I’ve been using Bedrock for quite some time. I love how the platform has evolved over time, like AgentCore and improved security.  However, one thing I still struggle with is keeping up with the constant evolution of the product.

<50M USD

50M - 250M USD

500M - 1B USD

3B - 10B USD

1B - 3B USD

Gov't/PS/ED <5,000 Employees

250M - 500M USD

10B - 30B USD

30B + USD

Gov't/PS/ED 5,000 - 50,000 Employees

Director of Engineering

it is ok but had rate limits so it lermitted us to use in anger. now we can use it

IT Services Associate

Amazon Bedrock has been a great choice because of it's security and operation within our aws environments. I work for a bank and using AI tools must done with extreme care and Bedrock provides that peace of mind and that deserves s 5 star putting customer safety first. 

Microsoft

OpenAI

Google

Databricks

Hugging Face

Other...

Automation Anywhere

Adobe

Cohere

NVIDIA

WRITER

Salesforce

UiPath

Jasper

Amazon Web Services (AWS), established in 2006, is focused on providing essential infrastructure services to businesses globally in the form of cloud computing. The key advantage offered through cloud computing, particularly via AWS, is its capacity to shift fixed infrastructure expenses into flexible costs. Businesses have been able to forgo extensive planning and procurement of servers and other Information Technology (IT) resources, owing to AWS. AWS seeks to provide businesses with prompt and cost-effective access to resources using Amazon's expertise and economies of scale, as and when their business requires. Currently, AWS offers a robust, scalable, economic infrastructure platform on the cloud powering an extensive array of businesses worldwide. It operates across numerous industries with data center locations in various parts of the globe including U.S., Europe, Singapore, and Japan.

Launched in 2006, Amazon Web Services (AWS) began exposing key infrastructure services to businesses in the form of web services -- now widely known as cloud computing. The ultimate benefit of cloud computing, and AWS, is the ability to leverage a new business model and turn capital infrastructure expenses into variable costs. Businesses no longer need to plan and procure servers and other IT resources weeks or months in advance. Using AWS, businesses can take advantage of Amazon's expertise and economies of scale to access resources when their business needs them, delivering results faster and at a lower cost. Today, Amazon Web Services provides a highly reliable, scalable, low-cost infrastructure platform in the cloud that powers hundreds of thousands of businesses in 190 countries around the world. With data center locations in the U.S., Europe, Singapore, and Japan, customers across all industries are taking advantage of our low cost, elastic, open and flexible, secure platform.

Reviews

Ratings Overview

Overall experience with

Favorable Review

Amazon Bedrock Rated Highly for Security and AWS Environment Integration

Critical Review

Early Development Brings Technical Issues Amid Simple Cloud Model Deployment Experience

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