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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)
11th
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)
7th
Average Rating
8.0
Reviews Sentiment
6.4
Number of Reviews
17
Ranking in other categories
AI Infrastructure (1st)
 

Mindshare comparison

As of June 2026, in the Infrastructure as a Service Clouds (IaaS) category, the mindshare of Alibaba Cloud is 5.2%, down from 13.0% compared to the previous year. The mindshare of Amazon Bedrock is 1.9%, up from 1.2% 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%
Alibaba Cloud5.2%
Other92.9%
Infrastructure as a Service Clouds (IaaS)
 

Featured Reviews

Min HtetOo - PeerSpot reviewer
Chief Marketing Officer at Soft Intelligence
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
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.

Quotes from Members

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

Pros

"We cut our costs significantly by migrating our infrastructure to the cloud, and Alibaba Cloud employs a pay-as-you-go model, so that minimizes many costs for us."
"The installation is easy."
"The most valuable feature of Alibaba Cloud is the communication it allows between two servers."
"Alibaba support is responsive. When we create tickets in the Alibaba portal, they usually respond online or call me in five minutes."
"The cost of hosting the solution is very reasonable; it's quite inexpensive and the solution is very secure."
"The product's initial setup phase was easy for me since I had a background in cloud products."
"It is easy to set up."
"Alibaba Cloud has lower costs and good support."
"The valuable feature of Bedrock is its flexibility and comprehensiveness in what it's offering, providing parameters that we can change."
"Bedrock proved beneficial for generating SQL queries, which helped in delivering precise information from the database."
"The most valuable feature of Bedrock is its security and the model's ability to modify vector dimensions easily."
"Amazon Bedrock is an artificial intelligence engine that allows me to upload analyses of the quality of customer support calls."
"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 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."
"The most beneficial aspect of Bedrock is its pool of models to choose from, catering to specific needs."
"Data encryption while in transit and at rest is managed through Bedrock account."
 

Cons

"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 majority of the tools and processes, in general, have a lot of room for improvement."
"Alibaba Cloud's initial setup is somewhat complex."
"From the improvement point of view, there are lots of issues that we are facing. In all the areas, it seems like it is not mature. For example, a customer wants to provision some VM that has many configurations. If I want to show the price to the customer, it is very challenging. The SDK that Alibaba has provided is very limited. We can have the pricing for VM, but we cannot have pricing for RDS databases or some other services. This is a big concern area for us. They should put more effort into the SDKs or APIs that they provide, for example, pricing APIs or pricing SDK. They do not provide support for most of the services they provide. For example, if I want to get the price of MongoDB, that SDK is not available from Alibaba. Similarly, robust API support is required for S3, which is OSS or Object Storage, so that we can read the data in a faster manner, for example, in chunks. We have raised many issues with the Alibaba support team, and they have been fixing the issues after we report them."
"The support offered by the tool is ridiculous."
"From a performance point of view, Huawei and Azure are faster. Alibaba isn't as good."
"From the improvement point of view, there are lots of issues that we are facing. In all the areas, it seems like it is not mature."
"Alibaba Cloud needs to increase availability in Thailand."
"The end-to-end application setup integration was very difficult."
"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."
"While working with Bedrock, I incurred charges that were not explicitly mentioned in the pricing documentation."
"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."
"Bedrock could be improved by having an API that allows for easy integration with services outside of Bedrock."
"There is a need for improved documentation, smoother integration, and possibly reduced prices given the competition."
"I would appreciate a greater focus on agentic Gen AI applications in Bedrock."
"Amazon Bedrock is quite highly scalable, but there are some limitations they impose on the accounts, which could be an area for improvement."
 

Pricing and Cost Advice

"I don't know the exact cost. It is cheaper than AWS."
"Pricing for Alibaba Cloud is a little bit cheaper. It has reasonable pricing."
"The product is not that expensive."
"The cost is better than similar solutions."
"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."
"I noticed on the pricing that it's quite expensive. It is the price you pay for making a practical choice for enterprise-level companies since it has so many features and it fits an enterprise-level company just like our company right now."
"The solution's pricing is the same as AWS'."
"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."
"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
15%
Financial Services Firm
9%
Comms Service Provider
9%
Computer Software Company
8%
Manufacturing Company
12%
Financial Services Firm
11%
Outsourcing Company
9%
Computer Software Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business10
Midsize Enterprise3
Large Enterprise8
By reviewers
Company SizeCount
Small Business9
Midsize Enterprise1
Large Enterprise8
 

Questions from the Community

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 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...
 

Overview

 

Sample Customers

Schneider Electric, BorderX Lab, Royal Philips, Catchpoint, Conversant, Blogmint
Information Not Available
Find out what your peers are saying about Alibaba Cloud vs. Amazon Bedrock and other solutions. Updated: June 2026.
900,644 professionals have used our research since 2012.