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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 September 2025, in the Search as a Service category, the mindshare of Algolia is 10.7%, up from 7.0% compared to the previous year. The mindshare of Amazon AWS CloudSearch is 7.2%, down from 10.8% compared to the previous year. The mindshare of Elastic Search is 19.3%, up from 10.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Search as a Service Market Share Distribution
ProductMarket Share (%)
Elastic Search19.3%
Algolia10.7%
Amazon AWS CloudSearch7.2%
Other62.8%
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

"Since Algolia is a SaaS solution, we didn't have to maintain servers, look at the indexes, and monitor services."
"The Algolia solution really helped us to improve our conversion rate and click through rate."
"It's scalable. It can be scaled massively."
"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."
"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."
"It has many fine-tuning configurations. Essentially, every single piece of information you pass through it is a free document you can tailor."
"It is remarkably efficient and beneficial."
"The best feature is its scalability in that Cloud is always on the fly."
"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 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."
"I've found the solution to be very scalable."
"It will remain alive in the market. The solution will be stable in the market."
"AWS CloudSearch's best features are good performance under high CPU and memory use, and ease of deployment and scaling."
"The special text processing features in this solution are very important for me."
"The solution is quite scalable and this is one of its advantages."
"It is easy to scale with the cluster node model.​"
"ELK Elasticsearch is 100% scalable as scalability is built into the design"
"Elasticsearch includes a graphical user interface (GUI) called Kibana. The GUI features are extremely beneficial to us."
"The full text search capabilities in Elastic Search have proven to be extremely valuable for our operations."
"It's a stable solution and we have not had any issues."
"We can easily collect all the data and view historical trends using the product. We can view the applications and identify the issues effectively."
 

Cons

"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 for the service is not as good as it could be."
"I think they could improve the analytics view."
"Joining is quite complex."
"Algolia is not adopted that much, and it would be great if it were made more popular."
"The deployment could be easier for beginners."
"The documentation is not beginner-friendly."
"When indexing the products, one may face some issues with the tool."
"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."
"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."
"Security is a concern but they're working on it."
"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."
"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."
"I do not have any suggestions for improvements at this time."
"There is another solution I'm testing which has a 500 record limit when you do a search on Elastic Enterprise Search. That's the only area in which I'm not sure whether it's a limitation on our end in terms of knowledge or a technical limitation from Elastic Enterprise Search. There is another solution we are looking at that rides on Elastic Enterprise Search. And the limit is for any sort of records that you're doing or data analysis you're trying to do, you can only extract 500 records at a time. I know the open-source nature has a lot of limitations, Otherwise, Elastic Enterprise Search is a fantastic solution and I'd recommend it to anyone."
"The solution must provide AI integrations."
"I would rate the stability a seven out of ten. We faced a few issues."
"While integrating with tools like agents for ingesting data from sources like firewalls is valuable, I believe prioritizing improvements to the core product would be more beneficial."
"We have an issue with the volume of data that we can handle."
"There should be more stability."
"There are a lot of manual steps on the operating system. It could be simplified in the user interface."
"Elastic Search needs to improve authentication. It also needs to work on the Kibana visualization dashboard."
 

Pricing and Cost Advice

"Algolia is a cool, super-easy-to-use, and affordable tool."
"I have heard that Algolia is an expensive solution."
"The product is cheap."
"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 are currently on a contract with Algolia for licensing and price."
"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."
"In comparison to IBM and Microsoft, the pricing is more favorable."
"There was no license needed to use this solution."
"We chose AWS because of its cost and stability."
"I'm not sure how much we pay a year. It might be around $30,000 a year."
"Our license costs around $4,000 per month."
"The pricing model is questionable and needs to be addressed because when you would like to have the security they charge per machine."
"The solution is free."
"The price could be better."
"​The pricing and license model are clear: node-based model."
"The tool is an open-source 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."
"Elastic Search is open-source, but you need to pay for support, which is expensive."
"An X-Pack license is more affordable than Splunk."
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Top Industries

By visitors reading reviews
Performing Arts
11%
Computer Software Company
10%
Comms Service Provider
9%
Media Company
8%
Computer Software Company
22%
Financial Services Firm
12%
Manufacturing Company
10%
University
10%
Computer Software Company
14%
Financial Services Firm
13%
Manufacturing Company
8%
Government
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise1
Large Enterprise4
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise2
Large Enterprise6
By reviewers
Company SizeCount
Small Business32
Midsize Enterprise8
Large Enterprise34
 

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?
Elastic Search could improve in areas such as search criteria and query processes, as search times were longer prior ...
 

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, Algolia, Amazon Web Services (AWS) and others in Search as a Service. Updated: August 2025.
867,836 professionals have used our research since 2012.