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Algolia vs Amazon AWS CloudSearch vs Amazon Elasticsearch Service 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 July 2025, in the Search as a Service category, the mindshare of Algolia is 11.8%, up from 6.1% compared to the previous year. The mindshare of Amazon AWS CloudSearch is 8.5%, down from 10.6% compared to the previous year. The mindshare of Amazon Elasticsearch Service is 6.2%, down from 17.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
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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…
Beverly R. Jamison - PeerSpot reviewer
Easy to use, efficient, and straightforward installation
Amazon Elasticsearch is a search engine. We set up the index from where the content was and moved the content in to get it indexed. We provided the end user with a fairly full-featured search, and they were included in being able to write their own bullion The most valuable features of Amazon…

Quotes from Members

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

Pros

"The tool provides users with personalization features that can be used to improve user interface."
"We were working with search products, brands, and different attributes specific to the product; it's faster and easier. The implementation is easy."
"It's scalable. It can be scaled massively."
"The Algolia solution really helped us to improve our conversion rate and click through rate."
"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 is easy to use, but you need to know how it works."
"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 quality of the solution is good."
"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 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."
"It will remain alive in the market. The solution will be stable in the market."
"It is remarkably efficient and beneficial."
"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."
"The initial set up is very easy...We really appreciate Amazon!"
"It enables us to efficiently search and retrieve our event data, offering us a versatile approach to locate specific information within these logs."
"They have the good documentation in the help text and that is the reason the Amazon is the perfect solution in the current market."
"The stability of the product is good."
"Regarding valuable features of the solution, we found with the process, which we have used in both cases where we used the solution that while you're seeing the streaming of data, you can analyze in the initial phase what sort of data you are streaming and whether it is valuable."
"In case there is a failure, Elastic manages everything well, and there no major downtime."
"The most valuable features of Amazon Elasticsearch are ease of use, native JSON, and efficiency. Additionally, handles many use cases and search grammar was useful."
"It's a good log management platform. In terms of infrastructure management, it's good."
 

Cons

"The documentation for the service is not as good as it could be."
"The deployment could be easier for beginners."
"I think they could improve the analytics view."
"The documentation is not beginner-friendly."
"The high cost of the product is an area of concern where improvements are required."
"Joining is quite complex."
"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."
"Algolia is not adopted that much, and it would be great if it were made more popular."
"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."
"A reboot should be enhanced."
"I do not have any suggestions for improvements at this time."
"The solution should improve the recovery aspects that it has on offer."
"The price of the solution can be expensive."
"AWS CloudSearch's documentation isn't very clear. Also, the on-premise version of the solution is less stable than the cloud version."
"Security is a concern but they're working on it."
"We'd like to see more database features."
"There is a problem with the database. Amazon only provides the hosting to run our applications bias, but there is no option to manage the database within the Elasticsearch product."
"One glaring issue was with our mapping configuration as the system accepted the data we posted, but after a few months, when we attempted complex queries, we realized the date formatting had become problematic."
"The configuration should be more straightforward because we had to select a lot of things."
"I want to see a new feature in Amazon Elasticsearch Service that allows users to create default filters for filtered levels."
"Amazon Elasticsearch can improve the bullion in the near search and the ease of integration with Kibana. Additionally, there could be more flexibility in the configuration and documentation."
"I would say that, basically, the configuration part is an area with a shortcoming...Some upgradation is required on the configuration side so that we can get to use it."
 

Pricing and Cost Advice

"Algolia is a cool, super-easy-to-use, and affordable tool."
"We are currently on a contract with Algolia for licensing and price."
"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."
"We chose AWS because of its cost and stability."
"There was no license needed to use this solution."
"I'm not sure how much we pay a year. It might be around $30,000 a year."
"In comparison to IBM and Microsoft, the pricing is more favorable."
"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."
"Amazon AWS CloudSearch charging is based on how many resources you consume or and the solution is known to be a bit expensive."
"Our license costs around $4,000 per month."
"The solution is not expensive, but priced averagely, I will say."
"Compared to other cloud platforms, it is manageable and not very expensive."
"There is a community edition available and the price of the commercial offering is reasonable."
"You only pay for what you use."
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Top Industries

By visitors reading reviews
Computer Software Company
11%
Performing Arts
10%
Comms Service Provider
8%
University
8%
Computer Software Company
21%
Financial Services Firm
15%
Manufacturing Company
8%
University
7%
Financial Services Firm
19%
Computer Software Company
13%
Government
13%
Manufacturing Company
11%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

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 do you like most about Amazon Elasticsearch Service?
It enables us to efficiently search and retrieve our event data, offering us a versatile approach to locate specific ...
What needs improvement with Amazon Elasticsearch Service?
One glaring issue was with our mapping configuration as the system accepted the data we posted, but after a few month...
What is your primary use case for Amazon Elasticsearch Service?
We use it to store and search for events that occur within our application, rather than traditional application logs.
 

Overview

 

Sample Customers

Birchbox, Twitch, Lacoste, Stripe, WW, Medium, Cousera, National Geographic, Zendesk, Magento
SmugMug
VIDCOIN, Wyng, Yellow New Zealand, zipMoney, Cimri, Siemens, Unbabel
Find out what your peers are saying about Elastic, Amazon Web Services (AWS), Algolia and others in Search as a Service. Updated: June 2025.
862,077 professionals have used our research since 2012.