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Amazon Bedrock vs vCloud Air 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:
 

Categories and Ranking

Amazon Bedrock
Ranking in Infrastructure as a Service Clouds (IaaS)
7th
Average Rating
8.0
Reviews Sentiment
6.4
Number of Reviews
17
Ranking in other categories
AI Infrastructure (1st)
vCloud Air
Ranking in Infrastructure as a Service Clouds (IaaS)
21st
Average Rating
8.0
Reviews Sentiment
7.7
Number of Reviews
3
Ranking in other categories
Database as a Service (DBaaS) (19th)
 

Mindshare comparison

As of May 2026, in the Infrastructure as a Service Clouds (IaaS) category, the mindshare of Amazon Bedrock is 1.9%, up from 1.0% compared to the previous year. The mindshare of vCloud Air is 1.1%, 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
ProductMindshare (%)
Amazon Bedrock1.9%
vCloud Air1.1%
Other97.0%
Infrastructure as a Service Clouds (IaaS)
 

Featured Reviews

RodrigoBassani - PeerSpot reviewer
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.
SC
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.

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 features of Amazon Bedrock include scalability, ease of access, having 20 to 25 plus pre-trained models, and scaling capabilities."
"It was absolutely useful and we found that we are getting 90 to 95% plus success rate while extracting the data from unstructured documents."
"Overall, I rate Amazon Bedrock ten out of ten."
"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."
"The integration with pre-trained AI models has been very beneficial, allowing me to quickly access powerful machine learning models without the need to build them from scratch."
"Amazon Bedrock offers an environment where we only pay for the model we use, and AWS handles the scaling."
"The most valuable feature of Bedrock is its security and the model's ability to modify vector dimensions easily."
"Bedrock offers various foundational models in one place."
"VMware Workstation has an interesting feature to manage vSphere infrastructure (and also stand-alone ESXi hosts) that is really powerful and useful, for example to avoid to install the vSphere client (or the integration plugin) just to open one VM console or to change the power status for some VM."
"The Cloud DRaaS solution provided the organization with new levels of flexibility and cost control, together with rapid expansion capability."
"This is the part that should be making admins and CIOs smile."
 

Cons

"Overall, I rate Amazon Bedrock a seven out of ten. It is slightly difficult to integrate with our product."
"The user interface of Amazon Bedrock on the management console needs improvements."
"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."
"As I recall now, I found some limitations or some models are not present in Amazon Bedrock sometimes while they are present in other platforms."
"One area for improvement is in cost—it tends to be a bit on the higher side, especially for enterprise versions."
"Amazon native models could proliferate Bedrock in the future. We would welcome Amazon native models to Bedrock since, if they are natively built by Amazon, they are tuned to SageMaker and other Amazon service layers."
"Bedrock could be improved by having an API that allows for easy integration with services outside of 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."
"I feel the user interface/portal can be improved further. I did experience timeout issues and the UI was performing slowly at times."
"It’s a really good idea, but the current implementation is very limited: you can simply see your VMs and just open the VM console."
"I don’t think it is quite where EC2 is with regard to capabilities and features but VMware is investing a lot in vCloud Air."
 

Pricing and Cost Advice

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

By visitors reading reviews
Manufacturing Company
12%
Financial Services Firm
11%
Computer Software Company
8%
Outsourcing Company
8%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise1
Large Enterprise7
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.
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 ...
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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Overview

 

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
Find out what your peers are saying about Microsoft, Amazon Web Services (AWS), Google and others in Infrastructure as a Service Clouds (IaaS). Updated: April 2026.
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