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Alibaba Cloud vs Amazon Bedrock 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

Alibaba Cloud
Ranking in Infrastructure as a Service Clouds (IaaS)
8th
Average Rating
7.4
Reviews Sentiment
6.7
Number of Reviews
19
Ranking in other categories
No ranking in other categories
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)
 

Featured Reviews

Min HtetOo - PeerSpot reviewer
The solution is useful for application development, but the user interface and user experience must be improved
The product must be made easier to use. The design is a bit tricky. When we log in to the Alibaba Cloud Marketplace and browse products, they look very small. The user experience must be improved. Alibaba Cloud must increase its partner network and brand awareness in our country. It will give our customers more opportunities to scale and save in the long run.
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.

Quotes from Members

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

Pros

"It is easy to set up."
"It's easy to use, cheaper than other solutions, and more secure."
"Alibaba Cloud allows for easy setup of mirror sites and backup servers, ensuring data redundancy and high availability."
"The installation is easy."
"ECS is the most valuable feature of the solution."
"Feature-wise, it provides many features. ECS, VM, SP, bucket object storage, and databases are the most valuable."
"The product's initial setup phase was easy for me since I had a background in cloud products."
"What's good about Alibaba Cloud is its database service. It's also good in the virtual machine area."
"Bedrock proved beneficial for generating SQL queries, which helped in delivering precise information from the database."
"The no-code application of the service is beneficial since it allows creating solutions without extensive coding knowledge."
"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."
"The most beneficial aspect of Bedrock is its pool of models to choose from, catering to specific needs."
"Amazon Bedrock is an artificial intelligence engine that allows me to upload analyses of the quality of customer support calls."
"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."
"Data encryption while in transit and at rest is managed through Bedrock account."
 

Cons

"The majority of the tools and processes, in general, have a lot of room for improvement."
"Regarding security issues, Alibaba Cloud is more complex and better suited for developers and R&D teams. On the other hand, Google Cloud is more convenient for new users."
"A big area for improvement in Alibaba Cloud is its support. Another area for improvement in Alibaba Cloud is SDK-based service because sometimes, the SDKs don't work correctly. Support for API-based services also needs improvement in Alibaba Cloud because, at the moment, it's not that stable."
"Alibaba Cloud has some problems related to latency and connection issues. If you go for a cloud solution provider, you will need to access the Internet, which may result in latency and bandwidth issues, leading to slowness in operations."
"The support offered by the tool is ridiculous."
"The user experience must be improved."
"The solution should have more integration."
"The solution name is not favorable in some markets and could cause us some problems gaining customers."
"Bedrock could be improved by having an API that allows for easy integration with services outside of Bedrock."
"Overall, I rate Amazon Bedrock a seven out of ten. It is slightly difficult to integrate with our product."
"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."
"It would be beneficial if Amazon Bedrock could provide multiple responses to a query, allowing users to choose the best option."
"There is a need for improved documentation, smoother integration, and possibly reduced prices given the competition."
"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."
"The initial setup of Amazon Bedrock is somewhat complex as it requires integration with two to three services."
"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."
 

Pricing and Cost Advice

"Pricing for Alibaba Cloud is a little bit cheaper. It has reasonable pricing."
"Alibaba Cloud is cheaper."
"I'm not sure about the exact pricing, but let's just say if it cost a dollar for Amazon AWS, it was closer to 70 to 80 cents for Alibaba Cloud."
"On a scale from one to ten, where one is cheap and ten is expensive, I rate the solution's pricing a three out of ten."
"We cut our costs significantly by migrating our infrastructure to the cloud. Alibaba Cloud employs a pay-as-you-go model, so that minimizes many costs for us."
"The cost is better than similar solutions."
"I don't know the exact cost. It is cheaper than AWS."
"The cost of Alibaba Cloud is lower than that of AWS, but I feel that its price is on the higher end of the spectrum. Alibaba Cloud charges its users a price in dollars"
"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."
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Top Industries

By visitors reading reviews
Computer Software Company
12%
Manufacturing Company
12%
Financial Services Firm
9%
Comms Service Provider
7%
Computer Software Company
13%
Manufacturing Company
12%
University
9%
Financial Services Firm
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

What do you like most about Alibaba Cloud?
ECS is the most valuable feature of the solution.
What is your experience regarding pricing and costs for Alibaba Cloud?
On a scale from one to ten, where one is cheap and ten is expensive, I rate the solution's pricing a three out of ten.
What needs improvement with Alibaba Cloud?
Alibaba Cloud needs to improve emails. Its pricing can also be lower. Regarding security issues, Alibaba Cloud is more complex and better suited for developers and R&D teams. On the other hand,...
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?
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...
What is your primary use case for Amazon Bedrock?
The principal use case for Amazon Bedrock that we are working on is regarding a logistic company that has a flow where they receive emails to look for incoming invoices. We have an architecture tha...
 

Overview

 

Sample Customers

Schneider Electric, BorderX Lab, Royal Philips, Catchpoint, Conversant, Blogmint
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Find out what your peers are saying about Alibaba Cloud vs. Amazon Bedrock and other solutions. Updated: July 2025.
864,155 professionals have used our research since 2012.