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Amazon AWS CloudSearch vs Azure AI Search comparison

 

Comparison Buyer's Guide

Executive Summary

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 AWS CloudSearch
Ranking in Search as a Service
6th
Average Rating
8.4
Number of Reviews
12
Ranking in other categories
No ranking in other categories
Azure AI Search
Ranking in Search as a Service
5th
Average Rating
7.4
Number of Reviews
8
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of October 2025, in the Search as a Service category, the mindshare of Amazon AWS CloudSearch is 7.0%, down from 10.3% compared to the previous year. The mindshare of Azure AI Search is 10.2%, down from 13.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Search as a Service Market Share Distribution
ProductMarket Share (%)
Azure AI Search10.2%
Amazon AWS CloudSearch7.0%
Other82.8%
Search as a Service
 

Featured Reviews

AmrIssa - PeerSpot reviewer
A scalable and fully managed search service with diverse data type support and robust security
We use it as our hosting solution, serving as the backbone for our systems, which include Rubrik and SAP It is remarkably efficient and beneficial. A reboot should be enhanced. There are issues with the VBC collection. I have been working with it for four years. I would rate the stability ten…
Sandeep Srirangam - PeerSpot reviewer
Customer engagement & documentation about APIs are great, but it would be good if the UI is a bit more intuitive for search experience
I use the solution mainly to search the logs and to search for VMs by their names or subscription names. I wouldn't rate it great since the logs are a bit complicated The solution was really pretty good. The customer engagement was good. The presented documentation or exposure to the APIs to get…

Quotes from Members

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

Pros

"It is remarkably efficient and beneficial."
"Document indexing, text-based search API, and Geospatial searches are all good features."
"AWS CloudSearch's best features are good performance under high CPU and memory use, and ease of deployment and scaling."
"It will remain alive in the market. The solution will be stable in the market."
"The quality of the solution is good."
"The best feature is its scalability in that Cloud is always on the fly."
"The most valuable feature of Amazon AWS CloudSearch is the cloud aspect. I do not need to have the physical infrastructure, everything is in the cloud."
"CDN service reduces latency when accessing our web application."
"The amount of flexibility and agility is really assuring."
"Offers a tremendous amount of flexibility and scalability when integrating with applications."
"Azure Search is well-documented, making it easy to understand and implement."
"The product is extremely configurable, allowing you to customize the search experience to suit your needs."
"It provides good access capabilities to various platforms."
"Because all communication is done via the REST API, data is retrieved quickly in JSON format to reduce overhead and latency.​"
"The solution's initial setup is straightforward."
"The search functionality time has been reduced to a few milliseconds."
 

Cons

"We'd like to see more database features."
"Regarding the period of propagation on CDN servers, sometimes we update photos or files and we don't see the update instantly. We need to wait for sometime."
"The price of the solution can be expensive."
"I would say that it needs to keep its cost competitive in the market, especially in comparison to other clouds."
"Security is a concern but they're working on it."
"I do not have any suggestions for improvements at this time."
"Maybe they are common in Egypt, but you should make a request on Amazon to create a function to monitor CPU performance, memory, and files. It is very difficult in AWS. I would tell them it should be simple, just drag and drop. I think they could develop this option so we can drag and drop to monitor performance of the processor and memory."
"AWS CloudSearch's documentation isn't very clear. Also, the on-premise version of the solution is less stable than the cloud version."
"For availability, expanding its use to all Azure datacenters would be helpful in increasing awareness and usage of the product.​"
"It would be good if the site found a better way to filter things based on subscription."
"Adding items to Azure Search using its .NET APIs sometimes throws exceptions."
"The after-hour services are slow."
"The solution's stability could be better."
"They should add an API for third-party vendors, like a security operating center or reporting system, that would be a big improvement."
"The pricing is room for improvement."
"The initial setup is not as easy as it should be."
 

Pricing and Cost Advice

"On a scale of one to ten, where one point is cheap, and ten points are expensive, I rate the pricing as medium or reasonable."
"Our license costs around $4,000 per month."
"In comparison to IBM and Microsoft, the pricing is more favorable."
"I'm not sure how much we pay a year. It might be around $30,000 a year."
"Amazon AWS CloudSearch charging is based on how many resources you consume or and the solution is known to be a bit expensive."
"We chose AWS because of its cost and stability."
"There was no license needed to use this solution."
"I think the solution's pricing is ok compared to other cloud devices."
"​When telling people about the product, I always encourage them to set up a new service using the free pricing tier. This allows them to learn about the product and its capabilities in a risk-free environment. Depending on their needs, the free tier may be suitable for their projects, however enterprise applications will most likely required a higher, paid tier."
"I would rate the pricing an eight out of ten, where one is the low price, and ten is the high price."
"The solution is affordable."
"The cost is comparable."
"For the actual costs, I encourage users to view the pricing page on the Azure site for details.​"
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Top Industries

By visitors reading reviews
Computer Software Company
22%
Financial Services Firm
11%
Manufacturing Company
11%
University
9%
Computer Software Company
22%
Financial Services Firm
14%
Retailer
9%
Manufacturing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise2
Large Enterprise6
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise2
Large Enterprise4
 

Questions from the Community

What is your experience regarding pricing and costs for Amazon AWS CloudSearch?
In comparison to IBM and Microsoft, the pricing is more favorable. I would rate it eight out of ten.
What needs improvement with Amazon AWS CloudSearch?
A reboot should be enhanced. There are issues with the VBC collection.
What needs improvement with Azure Search?
The after-hour services are slow. It could be better.
 

Overview

 

Sample Customers

SmugMug
XOMNI, Real Madrid C.F., Weichert Realtors, JLL, NAV CANADA, Medihoo, autoTrader Corporation, Gjirafa
Find out what your peers are saying about Amazon AWS CloudSearch vs. Azure AI Search and other solutions. Updated: September 2025.
872,098 professionals have used our research since 2012.