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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)
9th
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
8.2
Reviews Sentiment
7.3
Number of Reviews
11
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.
Charles Powell - PeerSpot reviewer
Very good security features for strengthened data protection
I am not going to speak to their roadmap. Amazon operates Bedrock as an ecosystem supporting third-party models. I am speculating here, but I am sure those third-party models will always be present. However, one must consider that 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. They have done this somewhat for generative AI, however, 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.

Quotes from Members

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

Pros

"It's easy to use, cheaper than other solutions, and more secure."
"We use the solution's AI features for data analysis."
"The cost of hosting the solution is very reasonable. It's quite inexpensive."
"Feature-wise, it provides many features. ECS, VM, SP, bucket object storage, and databases are the most valuable."
"The installation is easy."
"It is a scalable product. So, scaling up or scaling down is possible."
"Alibaba support is responsive. When we create tickets in the Alibaba portal, they usually respond online or call me in five minutes."
"It is easy to set up."
"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."
"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 easy to use and practical, allowing for quick development."
"Overall, I rate Amazon Bedrock ten out of ten."
"Amazon Bedrock offers an environment where we only pay for the model we use, and AWS handles the scaling."
"Amazon Bedrock is an artificial intelligence engine that allows me to upload analyses of the quality of customer support calls."
"The most beneficial aspect of Bedrock is its pool of models to choose from, catering to specific needs."
 

Cons

"The majority of the tools and processes, in general, have a lot of room for improvement."
"The solution name is not favorable in some markets and could cause us some problems gaining customers."
"The solution should have more integration."
"From a performance point of view, Huawei and Azure are faster. Alibaba isn't as good."
"The solution’s user interface could be improved."
"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 flexibility of the solution could be improved."
"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."
"I would appreciate a greater focus on agentic Gen AI applications in Bedrock."
"Overall, I rate Amazon Bedrock a seven out of ten. It is slightly difficult to integrate with our product."
"It would be beneficial if Amazon Bedrock could provide multiple responses to a query, allowing users to choose the best option."
"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."
"Amazon Bedrock is quite highly scalable, but there are some limitations they impose on the accounts, which could be an area for improvement."
"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."
"While working with Bedrock, I incurred charges that were not explicitly mentioned in the pricing documentation."
 

Pricing and Cost Advice

"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 product is not that expensive."
"The solution's pricing is the same as AWS'."
"The cost is better than similar solutions."
"Alibaba Cloud is cheaper."
"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"
"I don't know the exact cost. It is cheaper than AWS."
"The price of Alibaba Cloud is good. If I was to use Microsoft Azure I would have to pay 30 percent more."
"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
Computer Software Company
13%
Manufacturing Company
10%
Financial Services Firm
10%
Comms Service Provider
7%
Manufacturing Company
14%
Financial Services Firm
13%
Computer Software Company
11%
University
8%
 

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?
AWS ( /products/amazon-aws-reviews ) could add prompt engineering methods to its services. Currently, there are no prompt methods, so we have to experiment on our own. If AWS provided methods, like...
What is your primary use case for Amazon Bedrock?
We are using Amazon Bedrock ( /products/amazon-bedrock-reviews ) for generative AI-related tasks. We utilize Anthropic Claude ( /products/claude-reviews ) LLM to obtain appropriate answers for user...
 

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: June 2025.
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