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Algolia vs Amazon AWS CloudSearch 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

Algolia
Ranking in Search as a Service
2nd
Average Rating
8.6
Number of Reviews
9
Ranking in other categories
No ranking in other categories
Amazon AWS CloudSearch
Ranking in Search as a Service
8th
Average Rating
8.4
Number of Reviews
12
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of February 2026, in the Search as a Service category, the mindshare of Algolia is 9.7%, up from 8.6% compared to the previous year. The mindshare of Amazon AWS CloudSearch is 5.3%, down from 9.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Search as a Service Market Share Distribution
ProductMarket Share (%)
Algolia9.7%
Amazon AWS CloudSearch5.3%
Other85.0%
Search as a Service
 

Featured Reviews

Alejandro Salazar - PeerSpot reviewer
Chief Investment Officer at University of California, Berkeley
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.
HarishMahanta - PeerSpot reviewer
Sr PeopleSoft Consultant at People Tech
A reasonably priced solution that provides scalability, stability, reliability, and security
In terms of what needs improvement, I would say that it needs to keep its cost competitive in the market, especially in comparison to other clouds. Let's say we have various clouds in the market, like Google Cloud, Oracle Cloud, and AWS Cloud. However, security-wise, I don't think AWS is bad. It's good only, especially in comparison to Oracle Cloud, if you really use Oracle, while also considering the fact that PeopleSoft is an Oracle product. AWS is a separate cloud, and Oracle has its own cloud. If you are in a new PeopleSoft and Oracle and you are using a third-party cloud, it means it is not easy since we can't think it is easy. I mean, if you are using Oracle products and you are using Oracle Cloud, it will be easier for you. However, it has a cost in comparison to AWS. Oracle Cloud is too costly. According to region, we segregate because it depends on the organization's strength. Let's say your organization has 1,000 customers. In that case, on a daily basis, let's say one customer was released or discontinued using the product. Then, you have to remove the solution. However, if you use Oracle Cloud, that space will remain there. In the case of AWS, they will immediately cut down their space, meaning in terms of reuse ability, it will reduce the cost. In our case, AWS is the best in the market, actually. We have various clouds like Google Cloud and Microsoft Azure Cloud, the features of which are very different. There are a lot of features in AWS Cloud since I am not in the market providing service on the products. I am just using that tool to access our clients' database and deliver our day-to-day service. I interact with the clients regarding their issues, whatever they are facing. There is this one kind of interface we use to access things because they are in AWS Cloud. If your customer is in Oracle Cloud, then there will be a different approach to accessing it. In our case, we can use AWS or Oracle, so it doesn't matter to us.

Quotes from Members

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

Pros

"The Algolia solution really helped us to improve our conversion rate and click through rate."
"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."
"It's scalable. It can be scaled massively."
"Algolia provides some cool functionalities like filtering, indexing, and searching."
"It has many fine-tuning configurations. Essentially, every single piece of information you pass through it is a free document you can tailor."
"The tool provides users with personalization features that can be used to improve user interface."
"The tool is easy to use, but you need to know how it works."
"I've found the solution to be very scalable."
"CDN service reduces latency when accessing our web application."
"It is remarkably efficient and beneficial."
"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."
"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."
"The initial setup is straightforward."
"The most valuable feature of Amazon AWS CloudSearch is its ability to receive data quickly. You can access your data easily in a short time."
 

Cons

"The documentation for the service is not as good as it could be."
"Joining is quite complex."
"The deployment could be easier for beginners."
"The high cost of the product is an area of concern where improvements are required."
"Algolia is not adopted that much, and it would be great if it were made more popular."
"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."
"I think they could improve the analytics view."
"I do not have any suggestions for improvements at this time."
"Security is a concern but they're working on it."
"The price of the solution can be expensive."
"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."
"I would say that it needs to keep its cost competitive in the market, especially in comparison to other clouds."
"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."
"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."
"A reboot should be enhanced."
 

Pricing and Cost Advice

"The product is cheap."
"I have heard that Algolia is an expensive solution."
"For any developer starting out, it is worth it."
"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."
"Algolia is a cool, super-easy-to-use, and affordable tool."
"We are currently on a contract with Algolia for licensing and price."
"Our license costs around $4,000 per month."
"I'm not sure how much we pay a year. It might be around $30,000 a year."
"There was no license needed to use this solution."
"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."
"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."
"We chose AWS because of its cost and stability."
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Top Industries

By visitors reading reviews
Comms Service Provider
14%
Performing Arts
10%
Computer Software Company
9%
Outsourcing Company
8%
Computer Software Company
18%
Manufacturing Company
14%
Comms Service Provider
10%
Financial Services Firm
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise1
Large Enterprise4
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise2
Large Enterprise6
 

Questions from the Community

What is your experience regarding pricing and costs for Algolia?
The pricing, setup cost, and licensing for Algolia are based on a pay-as-you-go model, which is very efficient. The costs are very transparent and have detailed breakdowns for any kind of queries c...
What needs improvement with Algolia?
Algolia provides good value for money. However, personally, I feel the UI is a bit difficult to understand and could be more user-centric. The navigation part of Algolia is different from other too...
What is your primary use case for Algolia?
Algolia is used in my organization primarily for AI search to enhance product search for recommendations. It helps us support our knowledge bases, particularly Confluence, and maximizes the outcome...
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Overview

 

Sample Customers

Birchbox, Twitch, Lacoste, Stripe, WW, Medium, Cousera, National Geographic, Zendesk, Magento
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Find out what your peers are saying about Algolia vs. Amazon AWS CloudSearch and other solutions. Updated: December 2025.
881,707 professionals have used our research since 2012.