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Amazon Bedrock vs VMware Cloud Foundation comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 16, 2024

Review summaries and opinions

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

ROI

Sentiment score
3.9
Amazon Bedrock offers cost-efficiency with a usage-based model, despite some initial billing issues affecting financial benefits.
Sentiment score
5.1
Transitioning to VMware Cloud Foundation offers 30-40% savings through reduced tickets and improved stability, despite limited immediate ROI.
VMware Cloud Foundation allows cost and time savings by quickly deploying infrastructure requests and integrating automatic ticketing and backup services.
In terms of ROI, although VMware Cloud Foundation is expensive, it saves time in most cases, which indirectly saves costs for users.
 

Customer Service

Sentiment score
6.2
Amazon Bedrock's support is responsive and effective, highly rated for addressing issues quickly, though some areas need improvement.
Sentiment score
7.0
VMware Cloud Foundation's support is responsive and expert, though improvements in speed and product familiarity are desired.
We are experiencing the fastest time ever to get things done with AI integrating into our work, regardless of where we are.
So, you always have to bridge the gap by presenting scenarios, getting recommendations, and testing or validating those assumptions.
My experience with the technical support has been very good because they resolved my billing issue within a day.
There are times when support is unclear, and even VMware support personnel may lack familiarity with certain parts, causing difficulties.
Based on my nine years of experience with VMware, I would evaluate their technical support as effective.
Our technical support team is capable of providing support on the operating system side.
 

Scalability Issues

Sentiment score
6.0
Amazon Bedrock offers scalable solutions with AWS integration, facing limitations like rate limits and pricing concerns at hyperscale.
Sentiment score
7.8
VMware Cloud Foundation is versatile and scalable, highly rated but dependent on licensing and hardware for optimal performance.
It is scalable on a truly global basis.
Amazon Bedrock is quite highly scalable, but there are some limitations they impose on the accounts, which could be an area for improvement.
It scales well with AWS Lambda, AWS Transcribe, and Polly.
When more hosts are added, performance goes slow.
VMware Cloud Foundation supports scalability and company growth.
VMware Cloud Foundation is quite scalable, receiving a rating of eight and a half to nine out of ten.
 

Stability Issues

Sentiment score
7.2
Amazon Bedrock is praised for its reliability, security, seamless scalability, and stable performance, highly rated by users.
Sentiment score
7.7
Users rate VMware Cloud Foundation highly for stability, noting minor migration challenges but appreciate its reliable performance and regular updates.
The stability of Amazon Bedrock is good as I have not faced any issues.
The stability of VMware Cloud Foundation is very high.
If one component fails to operate in a timely manner, the entire infrastructure can go down because everything is interconnected.
I am currently satisfied with the stability of VMware Cloud Foundation, though having started only two to three months ago, I am still in the monitoring phase.
 

Room For Improvement

Amazon Bedrock needs better documentation, integration, pricing, and enhanced AI capabilities to meet user demands for efficiency and accessibility.
VMware Cloud Foundation faces pricing, licensing complexities, integration challenges, and high costs, needing enhancements in customization and support services.
In AgenTek AI business, the only foundation models we can rely on for scaling now are the Cloud 3.5 models like Haiku and SONNET, designed for low latency and complex AI business use cases.
For companies in general, the main pain point or main issue related to Amazon Bedrock is security because they are not confident that all information is hidden by this kind of architecture.
If AWS provided methods, like five or six prompts that yield specific results, it would ease development.
VMware Broadcom needs to include auto resource allocation at the VM levels.
The maintenance cost has increased significantly, especially after Broadcom acquired VMware, with a shift from socket-based licensing to core-based licensing.
Each user needs deep knowledge of every aspect of virtualization.
 

Setup Cost

Enterprise users appreciate Amazon Bedrock's flexible pricing, but some experience high costs, necessitating careful design to optimize expenses.
VMware Cloud Foundation pricing is seen as high but is justified by reliability and features, impacting affordability variably.
Our cost is incredibly low, operating for a few hundred dollars a month in production.
One customer paid around $100 to $200 per month, which was significant given their overall infrastructure costs.
The pricing and licensing of Amazon Bedrock are quite flexible.
The cost has become very high, especially after Broadcom's acquisition, altering the licensing model to a more expensive core-based system.
The price is quite higher than some other vendors.
VMware Cloud Foundation is quite expensive when compared to its competitors, but it does save time, which in turn saves money.
 

Valuable Features

Amazon Bedrock enhances security, scalability, and efficiency with customizable AI models, seamless integration, and powerful computational resources.
VMware Cloud Foundation excels in automation, scalability, and user-friendly management, enhancing efficiency with seamless integration and advanced features.
It has improved operational costs and efficiency significantly, saving money and enhancing the quality of operations.
The valuable features that have helped in leveraging generative AI for operational efficiency improvements include customization capabilities, various types of models suitable for specific use cases, and the integration of knowledge bases.
The ability to make changes in the foundational model is valuable since different customers have specific needs, allowing customization.
The solution now offers auto-deployment of VMs.
All features of VMware Cloud Foundation are valuable to us, as it covers every industry standard protocol and requirement protocol.
VMware Cloud Foundation allows for extensive customization, aligning with our customer requirements.
 

Categories and Ranking

Amazon Bedrock
Ranking in Infrastructure as a Service Clouds (IaaS)
12th
Average Rating
8.0
Reviews Sentiment
6.5
Number of Reviews
15
Ranking in other categories
AI Infrastructure (2nd)
VMware Cloud Foundation
Ranking in Infrastructure as a Service Clouds (IaaS)
11th
Average Rating
8.2
Reviews Sentiment
6.8
Number of Reviews
32
Ranking in other categories
Hybrid Cloud Computing Platforms (3rd)
 

Featured Reviews

RodrigoBassani - PeerSpot reviewer
Advanced integration and flexible architecture drive efficient business solutions
I have to gain more maturity to provide some improvements to Amazon Bedrock. I have a lot to do with the environment they already provided. For example, they are able to connect to any LLM solution such as Llama, Meta, Gemini, or ChatGPT. It is open; you just choose your favorite LLM solution, and you can integrate it into Amazon Bedrock. We have a lot of possibilities to do this integration at this moment; we just need to work on it, create more maturity, and then we can provide some enhancements that we can see on the solution as a whole. For companies in general, the main pain point or main issue related to Amazon Bedrock is security because they are not confident that all information is hidden by this kind of architecture. They wonder if they are providing some company information that can run away, and I think that is the challenge we have now. We need to find ways to work on it and make our clients' data secure. They are looking for that to guarantee that this is a great solution for companies that is also secure.
Narasimha Reddy Illuri - PeerSpot reviewer
There is progress in performance and stability, but further advancements are needed for end-user satisfaction
VMware Cloud Foundation's best features include its advanced capabilities, security purposes, and performance levels. The solution offers efficient licensing options. Previously, vSphere essential was available, but now it has moved to VMware Cloud Foundation 8.0. It includes advanced features such as lifecycle manager, patching level, and cluster level patching options. The solution now offers auto-deployment of VMs. Previously, I had to use the content library, right-click, and create VMs manually. With VMware Cloud Foundation, auto-deployment is possible by simply right-clicking and assigning a specific DHCP IP, enabling physical to vCenter level communication for automatic VM deployment. The workload portability feature in VMware Cloud Foundation provides good workload balance. For instance, in a cluster level with four to five ESXi hosts, each host has minimum resources allocated for CPU and memory, resulting in significantly reduced utilization at the VMware Cloud Foundation level.
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Top Industries

By visitors reading reviews
Computer Software Company
13%
Manufacturing Company
12%
Financial Services Firm
9%
University
8%
Computer Software Company
15%
Financial Services Firm
11%
Manufacturing Company
9%
Government
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

What is your experience regarding pricing and costs for Amazon Bedrock?
The pricing depends on the LLM model in use, such as the 1.2 Anthropic Claude ( /products/claude-reviews ). Costs are based on the number of characters obtained in return. It follows a pay-as-you-g...
What needs improvement with Amazon Bedrock?
The only aspect that could be improved about Amazon Bedrock is the pricing. There are no additional features or improvements needed for the product itself.
What is your primary use case for Amazon Bedrock?
Amazon Bedrock is one of the services which is similar to ChatGPT. From my perspective, I was creating a version of ChatGPT that would answer my customers' questions. The significant difference bet...
What do you like most about VMware Cloud Foundation?
VMware Cloud Foundation provides us with the vSphere dashboard through which we can manage, monitor, schedule, and spin up your virtual machines. We can manage, monitor, and get reports of your inf...
What is your experience regarding pricing and costs for VMware Cloud Foundation?
I'm not involved in sales, so I have no specific information about pricing. However, I've heard it's not a cheap product, but the cost includes very good support.
What needs improvement with VMware Cloud Foundation?
VMware Cloud Foundation is complex, and there are always updates regarding security features, accessibility, and the user interface. Making changes isn't simple because there are a lot of tables to...
 

Overview

 

Sample Customers

Information Not Available
ricoh, dell technologies, sky
Find out what your peers are saying about Amazon Bedrock vs. VMware Cloud Foundation and other solutions. Updated: July 2025.
865,384 professionals have used our research since 2012.