Amazon Bedrock vs vCloud Air comparison

Amazon Web Services (AWS) and Virtustream are both solutions in the Infrastructure as a Service Clouds (IaaS) category. Amazon Web Services (AWS) is ranked #9 with an average rating of 8.1, while Virtustream is ranked #23. Amazon Web Services (AWS) holds a 2.1% mindshare in ISI, compared to Virtustream’s 0.8% mindshare. Additionally, 94% of Amazon Web Services (AWS) users are willing to recommend the solution, compared to 100% of Virtustream users who would recommend it.

Amazon Bedrock

Read 17 Amazon Bedrock reviews

2,118 Views
1,228 Comparison Views

94% willing to recommend

vCloud Air

Read 3 vCloud Air reviews

722 Views
462 Comparison Views

100% willing to recommend

Amazon Bedrock

vCloud Air

Comparison Buyer's Guide

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Executive SummaryUpdated on Dec 16, 2024

vCloud Air and Amazon Bedrock are products competing in the cloud services market, each providing unique advantages. Amazon Bedrock is perceived as having the upper hand due to its robust features that persuade buyers of its value despite a higher price.

Features: vCloud Air is valued for seamless integration with existing VMware environments, efficient resource management, and advanced security features. Amazon Bedrock is recognized for comprehensive AI capabilities, scalability, and extensive development tools. The main difference is vCloud Air's focus on infrastructure compatibility versus Amazon Bedrock's AI-driven innovation and scalability.

Ease of Deployment and Customer Service: vCloud Air provides an easy deployment process with strong customer support within VMware’s ecosystem. Amazon Bedrock offers a more complex deployment model suited for enterprises seeking custom solutions backed by Amazon's technical support.

Pricing and ROI: vCloud Air has lower upfront setup costs, providing good ROI for businesses enhancing VMware environments. Amazon Bedrock requires higher initial investment, delivering high ROI through advanced capabilities and scalability options, emphasizing long-term value.

To learn more, read our detailed Infrastructure as a Service Clouds (IaaS) Report (Updated: March 2026).

Buyer's Guide

Infrastructure as a Service Clouds (IaaS)

March 2026

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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:

Categories and Ranking

Amazon Bedrock

Ranking in Infrastructure as a Service Clouds (IaaS)

9th

Average Rating

8.0

Reviews Sentiment

6.4

Number of Reviews

Ranking in other categories

AI Infrastructure (1st)

vCloud Air

Ranking in Infrastructure as a Service Clouds (IaaS)

23rd

Average Rating

8.0

Reviews Sentiment

7.7

Number of Reviews

Ranking in other categories

Database as a Service (DBaaS) (21st)

Mindshare comparison

As of March 2026, in the Infrastructure as a Service Clouds (IaaS) category, the mindshare of Amazon Bedrock is 2.1%, up from 0.5% compared to the previous year. The mindshare of vCloud Air is 0.8%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Infrastructure as a Service Clouds (IaaS) Mindshare Distribution
Product	Mindshare (%)
Amazon Bedrock	2.1%
vCloud Air	0.8%
Other	97.1%

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.

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Saurabh Chandratre

Director Solutions Architect - EMEA & APAC at Blue Medora

With the VPC, you can run your workloads in an active state, use it for development work and for hosting SQL/Exchange Servers in IaaS; RaaS/DaaS for DR activities.

All three components of the vCloud Air are equally valuable and important, i.e., IaaS, DaaS and RaaS. I like the Virtual Private Cloud (VPC) offering compared to the Dedicated Cloud. It gives me the flexibility to utilize the pay-as-you-go option. You can run your workloads in an active state at reasonable prices. I have seen lots of companies use it for their development work, as well as for hosting SQL and Exchange Servers, i.e., in the active-passive mode instead of Replication (RaaS). Disaster Recovery is also a great feature that is affordable and easy to use. Disaster Recovery is a great component of the vCloud Air, where you can protect the on-premises cloud infrastructure, by providing self-service recovery options using the vSphere Replication. Some of the features that really stand out and I have used in my projects are: * Direct Connect: It provides high speed and private line connectivity. * Offline Data Transfer: For encrypted bulk data transport.

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Quotes from Members

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

Pros

"The most beneficial aspect of Bedrock is its pool of models to choose from, catering to specific needs."

"One of the best features of Amazon Bedrock is that it is easy to use, and users do not have to worry about the infrastructure."

"Bedrock offers various foundational models in one place."

"It was absolutely useful and we found that we are getting 90 to 95% plus success rate while extracting the data from unstructured documents."

"The no-code application of the service is beneficial since it allows creating solutions without extensive coding knowledge."

"Amazon Bedrock's main value lies in its LLM capabilities; these are not generally things you can host easily on SageMaker, and you have to build up custom environments, particularly if you want access to the proprietary models."

"Bedrock proved beneficial for generating SQL queries, which helped in delivering precise information from the database."

"Overall, I rate Amazon Bedrock ten out of ten."

More Amazon Bedrock pros

"The Cloud DRaaS solution provided the organization with new levels of flexibility and cost control, together with rapid expansion capability."

Cons

"The user interface of Amazon Bedrock on the management console needs improvements. It's very bland at the moment."

"The advantage of Bedrock is not as an amazing enabler of AI platforms, yet we utilize it to deploy application services and microservices within Bedrock ecosystem and leverage prequalified foundation models like Claude and others."

"I would appreciate a greater focus on agentic Gen AI applications in Bedrock."

"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."

"What could be improved for Amazon Bedrock to make it more mature is that AWS needs to consider bringing their platforms together, and not having different ML and AI platforms."

"It would be beneficial if Amazon Bedrock could provide multiple responses to a query, allowing users to choose the best option."

"It would be beneficial if Bedrock were optimized for hyperscale use to avoid needing a mixed approach with SageMaker."

"One area for improvement is in cost—it tends to be a bit on the higher side, especially for enterprise versions."

More Amazon Bedrock cons

"I feel the user interface/portal can be improved further. I did experience timeout issues and the UI was performing slowly at times."

Pricing and Cost Advice

"The cost of using Amazon Bedrock is quite high, as I incurred unexpected charges amounting to $130 USD within two weeks without actually deploying the model."

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

Information not available

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Top Industries

By visitors reading reviews

Manufacturing Company

13%

Financial Services Firm

11%

Computer Software Company

Outsourcing Company

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

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

No data available

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 ...

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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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Comparisons

Oracle Cloud Infrastructure (OCI) vs Amazon Bedrock

Compared 18% of the time

Google Vertex AI vs Amazon Bedrock

Compared 12% of the time

Alibaba Cloud vs Amazon Bedrock

Compared 10% of the time

Modal Labs vs Amazon Bedrock

Compared 8% of the time

More Amazon Bedrock Competitors

Microsoft Azure vs vCloud Air

Compared 32% of the time

Microsoft Azure SQL Database vs vCloud Air

Compared 15% of the time

Cleura vs vCloud Air

Compared 12% of the time

Amazon AWS vs vCloud Air

Compared 11% of the time

Oracle Database as a Service vs vCloud Air

Compared 5% of the time

More vCloud Air Competitors

Product Reports

Buyer's Guide

Amazon Bedrock

March 2026

Download Amazon Bedrock product report

Buyer's Guide

Database as a Service (DBaaS)

March 2026

Download vCloud Air 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)

vCloud Air is a public cloud platform built on the trusted foundation of vSphere, compatible with your on-premises data center, that includes infrastructure, disaster recovery, and various applications as service offerings. vCloud Air allows you to extend your workloads into the cloud with ease. You can migrate existing onsite virtual machines (VMs) to the public cloud or start up new application VMs directly in the cloud.

Virtustream

Sample Customers

Information Not Available

Lumeta, LifeSite, Clear Tec Solutions, National Physician Services, Queens University of Charlotte, California Natural Resources Agency, Pacific Disaster Center, Seventy Seven Energy Inc., Columbia Sportswear , CSS Corp

Buyer's Guide

Infrastructure as a Service Clouds (IaaS)

March 2026

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