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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
3rd
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
7th
Average Rating
8.4
Number of Reviews
12
Ranking in other categories
No ranking in other categories
 

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. 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…

Quotes from Members

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

Pros

"Since Algolia is a SaaS solution, we didn't have to maintain servers, look at the indexes, and monitor services."
"We were working with search products, brands, and different attributes specific to the product; it's faster and easier. The implementation is easy."
"It has many fine-tuning configurations. Essentially, every single piece of information you pass through it is a free document you can tailor."
"Algolia provides some cool functionalities like filtering, indexing, and searching."
"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 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."
"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."
"Document indexing, text-based search API, and Geospatial searches are all good features."
"It will remain alive in the market. The solution will be stable in the market."
"It is remarkably efficient and beneficial."
"CDN service reduces latency when accessing our web application."
"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."
"AWS CloudSearch's best features are good performance under high CPU and memory use, and ease of deployment and scaling."
"The initial setup is straightforward."
 

Cons

"Joining is quite complex."
"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."
"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."
"When indexing the products, one may face some issues with the tool."
"The high cost of the product is an area of concern where improvements are required."
"I think they could improve the analytics view."
"Amazon AWS CloudSearch is highly stable. However, the speed depends on your internet connection."
"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."
"Index cleanup is sometimes painful. No easy way to clean indexes or a bulk of documents. Full indexing or regeneration of entire indexes sometimes gets stuck. In one instance, we had to delete the entire index and re-create it."
"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."
"We'd like to see more database features."
"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."
 

Pricing and Cost Advice

"The product is cheap."
"We are currently on a contract with Algolia for licensing and price."
"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."
"For any developer starting out, it is worth it."
"I have heard that Algolia is an expensive solution."
"Algolia is a cool, super-easy-to-use, and affordable tool."
"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."
"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'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."
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Top Industries

By visitors reading reviews
Computer Software Company
10%
Performing Arts
10%
Comms Service Provider
8%
Media Company
8%
Computer Software Company
22%
Financial Services Firm
13%
Manufacturing Company
9%
University
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 search indexing. Considering such cases, an organization needs to be ready to pay th...
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. When indexing the products, one may face some issues with the tool.
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, our company can enhance our search results as per the user type, which can impro...
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.
 

Comparisons

 

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: July 2025.
864,053 professionals have used our research since 2012.