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Algolia vs Amazon AWS CloudSearch vs Elastic 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 12.1%, 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 Elastic Search is 18.6%, up from 9.3% 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…
Anand_Kumar - PeerSpot reviewer
Captures data from all other sources and becomes a MOM aka monitoring of monitors
Scalability and ROI are the areas they have to improve. Their license terms are based on the number of cores. If you increase the number of cores, it becomes very difficult to manage at a large scale. For example, if I have a $3 million project, I won't sell it because if we're dealing with a 10 TB or 50 TB system, there are a lot of systems and applications to monitor, and I have to make an MOM (Mean of Max) for everything. This is because of the cost impact. Also, when you have horizontal scaling, it's like a multi-story building with only one elevator. You have to run around, and it's not efficient. Even the smallest task becomes difficult. That's the problem with horizontal scaling. They need to improve this because if they increase the cores and adjust the licensing accordingly, it would make more sense.

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."
"It's scalable. It can be scaled massively."
"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 worth the money, and I have seen an ROI."
"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."
"Algolia provides some cool functionalities like filtering, indexing, and searching."
"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 its ability to receive data quickly. You can access your data easily in a short time."
"It will remain alive in the market. The solution will be stable in the market."
"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."
"Document indexing, text-based search API, and Geospatial searches are all good features."
"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."
"CDN service reduces latency when accessing our web application."
"It is highly valuable because of its simplicity in maintenance, where most tasks are handled for you, and it offers a plethora of built-in features."
"The most valuable features are the data store and the X-pack extension."
"The observability is the best available because it provides granular insights that identify reasons for defects."
"The full text search capabilities in Elastic Search have proven to be extremely valuable for our operations."
"I really like the visualization that you can do within it. That's really handy. Product-wise, it is a very good and stable product."
"The most valuable features are the ease and speed of the setup."
"Search is really powerful."
"Elastic Enterprise Search is scalable. On a scale of one to 10, with one being not scalable and 10 being very scalable, I give Elastic Enterprise Search a 10."
 

Cons

"The documentation is not beginner-friendly."
"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."
"Joining is quite complex."
"The deployment could be easier for beginners."
"The documentation for the service is not as good as it could be."
"When indexing the products, one may face some issues with the tool."
"Algolia is not adopted that much, and it would be great if it were made more popular."
"The high cost of the product is an area of concern where improvements are required."
"We'd like to see more database features."
"A reboot should be enhanced."
"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."
"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."
"I do not have any suggestions for improvements at this time."
"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."
"The price of the solution can be expensive."
"The UI point of view is not very powerful because it is dependent on Kibana."
"Technical support should be faster."
"Performance improvement could come from skipping background refresh on search idle shards (which is already being addressed in the upcoming seventh version)."
"Elastic Search should provide better guides for developers."
"I would like to see more integration for the solution with different platforms."
"Elasticsearch could be improved in terms of scalability."
"They could improve some of the platform's infrastructure management capabilities."
"The solution's integration and configuration are not easy. Not many people know exactly what to do."
 

Pricing and Cost Advice

"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."
"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."
"The product is cheap."
"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."
"We chose AWS because of its cost and stability."
"In comparison to IBM and Microsoft, the pricing is more favorable."
"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 are using the open-sourced version."
"The pricing structure depends on the scalability steps."
"The tool is an open-source product."
"The tool is not expensive. Its licensing costs are yearly."
"We are using the free version and intend to upgrade."
"We are using the free open-sourced version of this solution."
"we are using a licensed version of the product."
"The price of Elasticsearch is fair. It is a more expensive solution, like QRadar. The price for Elasticsearch is not much more than other solutions we have."
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Top Industries

By visitors reading reviews
Performing Arts
10%
Computer Software Company
9%
Comms Service Provider
8%
Media Company
8%
Computer Software Company
21%
Financial Services Firm
14%
University
8%
Manufacturing Company
8%
Computer Software Company
15%
Financial Services Firm
13%
Manufacturing Company
9%
Government
9%
 

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 do you like most about ELK Elasticsearch?
Logsign provides us with the capability to execute multiple queries according to our requirements. The indexing is ve...
What is your experience regarding pricing and costs for ELK Elasticsearch?
We used the open-source version of Elasticsearch, which was free.
What needs improvement with ELK Elasticsearch?
It would be useful if a feature for renaming indices could be added without affecting the performance of other featur...
 

Comparisons

 

Also Known As

No data available
No data available
Elastic Enterprise Search, Swiftype, Elastic Cloud
 

Overview

 

Sample Customers

Birchbox, Twitch, Lacoste, Stripe, WW, Medium, Cousera, National Geographic, Zendesk, Magento
SmugMug
T-Mobile, Adobe, Booking.com, BMW, Telegraph Media Group, Cisco, Karbon, Deezer, NORBr, Labelbox, Fingerprint, Relativity, NHS Hospital, Met Office, Proximus, Go1, Mentat, Bluestone Analytics, Humanz, Hutch, Auchan, Sitecore, Linklaters, Socren, Infotrack, Pfizer, Engadget, Airbus, Grab, Vimeo, Ticketmaster, Asana, Twilio, Blizzard, Comcast, RWE and many others.
Find out what your peers are saying about Elastic, Amazon Web Services (AWS), Algolia and others in Search as a Service. Updated: July 2025.
864,574 professionals have used our research since 2012.