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Algolia vs 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:
 

Mindshare comparison

As of August 2025, in the Search as a Service category, the mindshare of Algolia is 11.9%, up from 6.5% compared to the previous year. The mindshare of Amazon AWS CloudSearch is 8.0%, down from 10.6% compared to the previous year. The mindshare of Azure AI Search is 11.5%, down from 13.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Search as a Service
 

Featured Reviews

Alejandro Salazar - PeerSpot reviewer
Offers extensive customization options, allowing users to tailor search results to their specific needs
There are two problems. Number one, it's a bit pricey, especially when there are similar algorithms. There's one called Typesense, which we considered to lower our bill. Algolia is good for a startup because it allows you to bootstrap powerful functionalities quickly. But if that startup ends up growing and becomes quite successful, the cost of Algolia will balloon with it. So, I could imagine that Algolia might have difficulty retaining clients. The other problem I had to deal with as the lead software engineer is the documentation. I was basically assigned a guy who had no idea how Algolia works, and I had to get it to work, which I did. But the documentation for the service is not as good as it could be. You can still figure it out, but Algolia has a lot of functionalities, not just the search engine. They have built-in components for different UI libraries. In our case, we were using React, and they have a third-party library that you can import to use Algolia services as React components. It's great, but they have very little documentation for those kinds of third-party things. It's tough to use them if you don't explain to your potential developers how they're supposed to be used. I eventually had to call them directly and sit down with their engineers, and I realized that it's a great product, but they need to explain it better.
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 has many fine-tuning configurations. Essentially, every single piece of information you pass through it is a free document you can tailor."
"It's scalable. It can be scaled massively."
"The Algolia solution really helped us to improve our conversion rate and click through rate."
"The tool is easy to use, but you need to know how it works."
"Algolia provides some cool functionalities like filtering, indexing, and searching."
"We were working with search products, brands, and different attributes specific to the product; it's faster and easier. The implementation is easy."
"The tool is worth the money, and I have seen an ROI."
"Since Algolia is a SaaS solution, we didn't have to maintain servers, look at the indexes, and monitor services."
"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."
"It's the best solution for any company. It has a hosting ERP system for any task. AWS is stable. AWS is more flexible and its elastic concept is a new concept. AWS is also very secure. It has many layers of security, like hardware security and software security. This is a big issue."
"CDN service reduces latency when accessing our web application."
"AWS CloudSearch's best features are good performance under high CPU and memory use, and ease of deployment and scaling."
"The quality of the solution is good."
"The initial setup is straightforward."
"Document indexing, text-based search API, and Geospatial searches are all good features."
"I've found the solution to be very scalable."
"It provides good access capabilities to various platforms."
"Creates indexers to get data from different data sources."
"Azure Search is well-documented, making it easy to understand and implement."
"The amount of flexibility and agility is really assuring."
"Because all communication is done via the REST API, data is retrieved quickly in JSON format to reduce overhead and latency.​"
"Offers a tremendous amount of flexibility and scalability when integrating with applications."
"The product is pretty resilient."
"The product is extremely configurable, allowing you to customize the search experience to suit your needs."
 

Cons

"The high cost of the product is an area of concern where improvements are required."
"The documentation for the service is not as good as it could be."
"I think they could improve the analytics view."
"When indexing the products, one may face some issues with the tool."
"Algolia provides a certification, which is pretty basic, and I think it can be improved in terms of a bit more detail and more elaborative content."
"The documentation is not beginner-friendly."
"The deployment could be easier for beginners."
"Algolia is not adopted that much, and it would be great if it were made more popular."
"The solution should improve the recovery aspects that it has on offer."
"I do not have any suggestions for improvements at this time."
"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."
"Security is a concern but they're working on it."
"Latlon data type only supports single value per document. All other types support multiple values. We faced issues with this because we had scenarios where, for each document, we needed to store multiple latlon values for different geographical locations."
"We'd like to see more database features."
"I would say that it needs to keep its cost competitive in the market, especially in comparison to other clouds."
"A reboot should be enhanced."
"For SDKs, Azure Search currently offers solutions for .NET and Python. Additional platforms would be welcomed, especially native iOS and Android solutions for mobile development."
"They should add an API for third-party vendors, like a security operating center or reporting system, that would be a big improvement."
"The initial setup is not as easy as it should be."
"The solution's stability could be better."
"It would be good if the site found a better way to filter things based on subscription."
"The pricing is room for improvement."
"For availability, expanding its use to all Azure datacenters would be helpful in increasing awareness and usage of the product.​"
"Adding items to Azure Search using its .NET APIs sometimes throws exceptions."
 

Pricing and Cost Advice

"For any developer starting out, it is worth it."
"The product is cheap."
"In terms of the cost of Algolia, the tool is really expensive for us in Brazil since it comes to about half a million dollars."
"We are currently on a contract with Algolia for licensing and price."
"Algolia is a cool, super-easy-to-use, and affordable tool."
"I have heard that Algolia is an expensive solution."
"We chose AWS because of its cost and stability."
"In comparison to IBM and Microsoft, the pricing is more favorable."
"Amazon AWS CloudSearch charging is based on how many resources you consume or and the solution is known to be a bit expensive."
"I'm not sure how much we pay a year. It might be around $30,000 a year."
"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."
"There was no license needed to use this solution."
"Our license costs around $4,000 per month."
"For the actual costs, I encourage users to view the pricing page on the Azure site for details.​"
"I think the solution's pricing is ok compared to other cloud devices."
"I would rate the pricing an eight out of ten, where one is the low price, and ten is the high price."
"The cost is comparable."
"The solution is affordable."
"​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."
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Top Industries

By visitors reading reviews
Performing Arts
10%
Computer Software Company
10%
Comms Service Provider
8%
Media Company
8%
Computer Software Company
21%
Financial Services Firm
14%
Manufacturing Company
9%
University
9%
Computer Software Company
23%
Financial Services Firm
12%
Retailer
8%
Manufacturing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

What is your experience regarding pricing and costs for Algolia?
Algolia is a cool, super-easy-to-use, and affordable tool. Suppose a company's customer is looking for Algolia's sear...
What needs improvement with Algolia?
There are no areas in the product where improvements are required. I believe it is one of the best products right now...
What is your primary use case for Algolia?
I use Algolia for Magento 2 e-commerce websites so that I can enhance user search functionality. Throughout Algolia, ...
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.
 

Comparisons

 

Overview

 

Sample Customers

Birchbox, Twitch, Lacoste, Stripe, WW, Medium, Cousera, National Geographic, Zendesk, Magento
SmugMug
XOMNI, Real Madrid C.F., Weichert Realtors, JLL, NAV CANADA, Medihoo, autoTrader Corporation, Gjirafa
Find out what your peers are saying about Elastic, Amazon Web Services (AWS), Algolia and others in Search as a Service. Updated: July 2025.
865,484 professionals have used our research since 2012.