Amazon Bedrock vs VMware Cloud Foundation comparison

Amazon Web Services (AWS) and Broadcom are both solutions in the Infrastructure as a Service Clouds (IaaS) category. Amazon Web Services (AWS) is ranked #10 with an average rating of 8.1, while Broadcom is ranked #9 with an average rating of 8.2. Amazon Web Services (AWS) holds a 1.8% mindshare in ISI, compared to Broadcom’s 1.6% mindshare. Additionally, 94% of Amazon Web Services (AWS) users are willing to recommend the solution, compared to 91% of Broadcom users who would recommend it.

Amazon Bedrock

Read 17 Amazon Bedrock reviews

1,458 Views
816 Comparison Views

94% willing to recommend

VMware Cloud Foundation

Read 33 VMware Cloud Foundation reviews

3,146 Views
912 Comparison Views

91% willing to recommend

Amazon Bedrock

VMware Cloud Foundation

Comparison Buyer's Guide

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Executive SummaryUpdated on Dec 16, 2024

VMware Cloud Foundation and Amazon Bedrock compete in virtualization and AI model management categories. VMware Cloud Foundation holds an edge in virtualization suite features, while Amazon Bedrock leads with its security and AI customization flexibility.

Features: VMware Cloud Foundation provides a comprehensive virtualization suite offering features like disaster recovery, clustering load, and life cycle management. It allows for easy deployment across multiple platforms, significantly reducing setup time. Amazon Bedrock offers security and flexibility in AI model customization, including the ability to fine-tune and integrate pre-trained models. It excels in integrating with data sources, making AI output traceable and actionable.

Room for Improvement: VMware Cloud Foundation could improve integration capabilities, pricing models, and upgrade processes, as well as enhance life cycle and multi-site deployment management. Amazon Bedrock needs better documentation, more integration options, and clearer cost transparency while enhancing Gen AI applications and comprehensive AI features.

Ease of Deployment and Customer Service: VMware Cloud Foundation supports diverse environments like on-premises and private cloud settings, with feedback on technical support quality mixed, noting speed and consistency issues. Amazon Bedrock provides straightforward deployment, optimized for public cloud, with generally positive support experiences but calls for better guidance in complex scenarios.

Pricing and ROI: VMware Cloud Foundation is considered expensive with high licensing costs compared to competitors, though its feature value is acknowledged by users, seeing gradual ROI through operational cost reduction. Amazon Bedrock offers reasonable pricing for model experimentation, albeit with some unexpected charges. Its ROI is not frequently assessed, highlighting cost-effectiveness in model hosting.

To learn more, read our detailed Amazon Bedrock vs. VMware Cloud Foundation Report (Updated: December 2025).

Buyer's Guide

Amazon Bedrock vs. VMware Cloud Foundation

December 2025

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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

4.1

Amazon Bedrock offers cost-efficiency and accessibility, enabling affordable experimentation with large models while optimizing resources with pay-per-use.

Sentiment score

5.7

VMware Cloud Foundation promises future returns with potential savings, despite high costs, through increased efficiency and stability.

Amazon Bedrock enabled the use of huge models and the democratization of their use at comparatively low cost, if we host these models in the company.

Amal Amami

Data Scientist Team Lead at Venarisecurity

For more quotes and insights, download the Amazon Bedrock report

VMware Cloud Foundation allows cost and time savings by quickly deploying infrastructure requests and integrating automatic ticketing and backup services.

Muneer-Hussain

Credit Analyst - Risk Management at Boubyan Bank

In terms of ROI, although VMware Cloud Foundation is expensive, it saves time in most cases, which indirectly saves costs for users.

Mangesh Parjane

Technical Manager at Owens & Minor, Inc.

For more quotes and insights, download the VMware Cloud Foundation report

Customer Service

Sentiment score

5.7

Amazon Bedrock support is highly rated for quick, effective help, especially in AI integration and ecosystem queries.

Sentiment score

7.0

VMware Cloud Foundation's support is generally responsive and professional, but some users seek improvements in speed and issue resolution.

We are experiencing the fastest time ever to get things done with AI integrating into our work, regardless of where we are.

RodrigoBassani

Diretor at Hat Thinking

So, you always have to bridge the gap by presenting scenarios, getting recommendations, and testing or validating those assumptions.

Charles Powell

Advisory Board Member at AllmaGen, Inc.

My experience with the technical support has been very good because they resolved my billing issue within a day.

Manoday Ahire

Cloud Architect at Acmegrade

For more quotes and insights, download the Amazon Bedrock report

There are times when support is unclear, and even VMware support personnel may lack familiarity with certain parts, causing difficulties.

Mangesh Parjane

Technical Manager at Owens & Minor, Inc.

Based on my nine years of experience with VMware, I would evaluate their technical support as effective.

Narasimha Reddy Illuri

VMware Administrator at Infosys

The technical support from VMware Cloud Foundation deserves a nine out of ten rating.

MONICA I.

Cyber Security Analyst at Amdari

For more quotes and insights, download the VMware Cloud Foundation report

Scalability Issues

Sentiment score

5.6

Amazon Bedrock excels in scalability and integration but faces challenges and costs at hyperscale, with potential for improvement.

Sentiment score

7.8

VMware Cloud Foundation offers excellent scalability, adaptable for various businesses, though dependent on licensing and hardware configurations.

It is scalable on a truly global basis.

Charles Powell

Advisory Board Member at AllmaGen, Inc.

Amazon Bedrock is quite highly scalable, but there are some limitations they impose on the accounts, which could be an area for improvement.

Wojciech Doganowski

Solutions Architect & PMO at AS TV Play Baltics/TV3 Group

It scales well with AWS Lambda, AWS Transcribe, and Polly.

Anubhav Garg

Senior Software Developer at a tech vendor with 10,001+ employees

For more quotes and insights, download the Amazon Bedrock report

When more hosts are added, performance goes slow.

Abid_Ali

Deputy Manager, Customer Services at Jaffer Business Systems

VMware Cloud Foundation supports scalability and company growth.

Muneer-Hussain

Credit Analyst - Risk Management at Boubyan Bank

VMware Cloud Foundation is quite scalable, receiving a rating of eight and a half to nine out of ten.

Mangesh Parjane

Technical Manager at Owens & Minor, Inc.

For more quotes and insights, download the VMware Cloud Foundation report

Stability Issues

Sentiment score

7.2

Amazon Bedrock excels in stability and reliability, effectively handling scalability and security with consistently positive user experiences.

Sentiment score

7.7

VMware Cloud Foundation is stable and reliable, with high performance and minimal issues, despite some migration complexities.

The stability of Amazon Bedrock is good as I have not faced any issues.

Manoday Ahire

Cloud Architect at Acmegrade

For more quotes and insights, download the Amazon Bedrock report

The stability of VMware Cloud Foundation is very high.

Abid_Ali

Deputy Manager, Customer Services at Jaffer Business Systems

If one component fails to operate in a timely manner, the entire infrastructure can go down because everything is interconnected.

Mangesh Parjane

Technical Manager at Owens & Minor, Inc.

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.

Narasimha Reddy Illuri

VMware Administrator at Infosys

For more quotes and insights, download the VMware Cloud Foundation report

Room For Improvement

Amazon Bedrock needs improved documentation, pricing, generative AI, security, interface, integration, availability, and transparent pricing for competitiveness.

VMware Cloud Foundation requires improved integration, security, user-friendly features, better pricing, and enhanced support, especially post-Broadcom acquisition.

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.

Charles Powell

Advisory Board Member at AllmaGen, Inc.

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.

RodrigoBassani

Diretor at Hat Thinking

If AWS provided methods, like five or six prompts that yield specific results, it would ease development.

Anubhav Garg

Senior Software Developer at a tech vendor with 10,001+ employees

For more quotes and insights, download the Amazon Bedrock report

VMware Broadcom needs to include auto resource allocation at the VM levels.

Abid_Ali

Deputy Manager, Customer Services at Jaffer Business Systems

The maintenance cost has increased significantly, especially after Broadcom acquired VMware, with a shift from socket-based licensing to core-based licensing.

Muneer-Hussain

Credit Analyst - Risk Management at Boubyan Bank

Each user needs deep knowledge of every aspect of virtualization.

Mangesh Parjane

Technical Manager at Owens & Minor, Inc.

For more quotes and insights, download the VMware Cloud Foundation report

Setup Cost

Amazon Bedrock offers flexible, competitive pricing but may incur high costs for extensive data use or enterprise features.

VMware Cloud Foundation is costly but valued for comprehensive features, despite post-acquisition price hikes; bundles offer savings.

Our cost is incredibly low, operating for a few hundred dollars a month in production.

Charles Powell

Advisory Board Member at AllmaGen, Inc.

One customer paid around $100 to $200 per month, which was significant given their overall infrastructure costs.

Mehul Raj

Assistant Manager - Sales at Velocis Systems

The pricing and licensing of Amazon Bedrock are quite flexible.

Wojciech Doganowski

Solutions Architect & PMO at AS TV Play Baltics/TV3 Group

For more quotes and insights, download the Amazon Bedrock report

The cost has become very high, especially after Broadcom's acquisition, altering the licensing model to a more expensive core-based system.

Muneer-Hussain

Credit Analyst - Risk Management at Boubyan Bank

When comparing prices of both clouds, AWS is cheaper because they offer a free section for practice.

MONICA I.

Cyber Security Analyst at Amdari

The price is quite higher than some other vendors.

Abid_Ali

Deputy Manager, Customer Services at Jaffer Business Systems

For more quotes and insights, download the VMware Cloud Foundation report

Valuable Features

Amazon Bedrock provides secure, customizable AI with easy integration, scalable models, and cost-efficient usage for rapid development and trust.

VMware Cloud Foundation offers scalable automation, disaster recovery, and seamless management, enhancing operational efficiency and infrastructure modernization.

It has improved operational costs and efficiency significantly, saving money and enhancing the quality of operations.

Wojciech Doganowski

Solutions Architect & PMO at AS TV Play Baltics/TV3 Group

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.

Manoday Ahire

Cloud Architect at Acmegrade

The ability to make changes in the foundational model is valuable since different customers have specific needs, allowing customization.

Mehul Raj

Assistant Manager - Sales at Velocis Systems

For more quotes and insights, download the Amazon Bedrock report

The solution now offers auto-deployment of VMs.

Narasimha Reddy Illuri

VMware Administrator at Infosys

All features of VMware Cloud Foundation are valuable to us, as it covers every industry standard protocol and requirement protocol.

Abid_Ali

Deputy Manager, Customer Services at Jaffer Business Systems

VMware Cloud Foundation allows for extensive customization, aligning with our customer requirements.

Muneer-Hussain

Credit Analyst - Risk Management at Boubyan Bank

For more quotes and insights, download the VMware Cloud Foundation report

Categories and Ranking

Amazon Bedrock

Ranking in Infrastructure as a Service Clouds (IaaS)

10th

Average Rating

8.0

Reviews Sentiment

6.4

Number of Reviews

Ranking in other categories

AI Infrastructure (1st)

VMware Cloud Foundation

Ranking in Infrastructure as a Service Clouds (IaaS)

9th

Average Rating

8.2

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Hybrid Cloud Computing Platforms (3rd)

Mindshare comparison

As of January 2026, in the Infrastructure as a Service Clouds (IaaS) category, the mindshare of Amazon Bedrock is 1.8%, up from 0.2% compared to the previous year. The mindshare of VMware Cloud Foundation is 1.6%, up from 1.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Infrastructure as a Service Clouds (IaaS) Market Share Distribution
Product	Market Share (%)
VMware Cloud Foundation	1.6%
Amazon Bedrock	1.8%
Other	96.6%

Infrastructure as a Service Clouds (IaaS)

Featured Reviews

RodrigoBassani

Diretor at Hat Thinking

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.

Read full review

Narasimha Reddy Illuri

VMware Administrator at Infosys

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

11%

Manufacturing Company

11%

Financial Services Firm

10%

University

Financial Services Firm

13%

Computer Software Company

13%

Government

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	8
Midsize Enterprise	1
Large Enterprise	7

By reviewers
Company Size	Count
Small Business	8
Midsize Enterprise	3
Large Enterprise	27

Questions from the Community

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

The price of invoking the model is considerably better compared to hosting the model with our local resources. This is an advantage for Amazon Bedrock.

See all answers

What needs improvement with Amazon Bedrock?

Currently, I do not have any negative points in mind about Amazon Bedrock because I think Amazon Bedrock and other services are good. We have to use OpenSearch as well. We have not implemented RAG ...

See all answers

What is your primary use case for Amazon Bedrock?

I am currently working on Amazon Bedrock Agent Core. We have created a data pipeline where we are using Amazon Bedrock Agent Core primarily for transformation. We use the agent for custom rules, tr...

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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...

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What is your experience regarding pricing and costs for VMware Cloud Foundation?

The price for VMware Cloud Foundation is not cheap, as the market is competitive with AWS cloud. When comparing prices of both clouds, AWS is cheaper because they offer a free section for practice....

See all answers

What needs improvement with VMware Cloud Foundation?

In VMware Cloud Foundation, areas that have room for improvement include the experience between VMware Cloud Foundation and the cloud. I prefer working with the cloud due to my study with the archi...

See all answers

Comparisons

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Compared 25% of the time

Google Vertex AI vs Amazon Bedrock

Compared 16% of the time

GroqCloud Platform vs Amazon Bedrock

Compared 10% of the time

Alibaba Cloud vs Amazon Bedrock

Compared 9% of the time

NVIDIA DGX Cloud vs Amazon Bedrock

Compared 8% of the time

More Amazon Bedrock Competitors

Azure Stack vs VMware Cloud Foundation

Compared 37% of the time

Nutanix Cloud Infrastructure (NCI) vs VMware Cloud Foundation

Compared 13% of the time

Microsoft Azure vs VMware Cloud Foundation

Compared 9% of the time

Nutanix Cloud Clusters (NC2) vs VMware Cloud Foundation

Compared 9% of the time

Red Hat OpenShift vs VMware Cloud Foundation

Compared 6% of the time

More VMware Cloud Foundation Competitors

Product Reports

Buyer's Guide

Amazon Bedrock

January 2026

Download Amazon Bedrock product report

Buyer's Guide

VMware Cloud Foundation

December 2025

Download VMware Cloud Foundation product report

Overview

Amazon Bedrock offers comprehensive model customization and integration with AWS services, making AI development more flexible for users. It streamlines content generation and model fine-tuning with a focus on security and cost efficiency.

Amazon Bedrock is engineered to provide a seamless AI integration experience with a strong emphasis on security and user-friendliness. It simplifies AI development by offering foundational models and managed scaling, enhancing both trust and operational efficiency. With its versatile model customization and ease of integration, Bedrock reduces the need for extensive infrastructure management. It supports businesses in deploying pre-trained models, performing generative AI tasks, and improving analytics through AI technologies such as chatbots, sentiment analysis, and data formatting.

What are the key features of Amazon Bedrock?

Security: Ensures robust data protection and confidentiality.
Versatile Model Customization: Allows tailoring of AI models to specific needs.
Integration with AWS Services: Enhances operational processes with seamless AWS integrations.
Managed Scaling: Offers automatic scaling without the need for extensive infrastructure management.
User-Friendliness: Simplifies AI development processes for users.

What benefits should users look for in the reviews?

Cost Efficiency: Reduces expenses while maximizing output.
Operational Efficiency: Streamlines AI processes and reduces workload.
Enhanced Security: Increases trust with strong data protection measures.
Ease of Use: Minimizes the complexity of AI implementation.

Amazon Bedrock is applied across industries for implementing AI-driven solutions like enhancing customer service with chatbots and improving data analysis with sentiment analysis tools. Businesses create knowledge bases, automate business processes, and utilize pre-trained models for tasks such as invoice processing and customer call analysis. Its integration with large language models assists in text and image generation, offering diverse AI capabilities adaptable to industry needs.

Amazon Web Services (AWS)

VMware Cloud Foundation makes it easy to deploy and run a hybrid cloud. VMware Cloud Foundation provides integrated cloud infrastructure (compute, storage, networking, and security) and cloud management services to run enterprise applications in both private and public environments.

Broadcom

Sample Customers

Information Not Available

ricoh, dell technologies, sky

Buyer's Guide

Amazon Bedrock vs. VMware Cloud Foundation

December 2025

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