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Algolia vs Amazon AWS CloudSearch vs Solr 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 October 2025, in the Search as a Service category, the mindshare of Algolia is 10.2%, up from 7.2% compared to the previous year. The mindshare of Amazon AWS CloudSearch is 7.0%, down from 10.3% compared to the previous year. The mindshare of Solr is 5.3%, down from 6.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Search as a Service Market Share Distribution
ProductMarket Share (%)
Algolia10.2%
Amazon AWS CloudSearch7.0%
Solr5.3%
Other77.5%
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…
reviewer823641 - PeerSpot reviewer
The Natural Language Search capability is helpful and intuitive for our users
The initial setup is complex because this is a distributed system, and you have to make sure that every individual node is aware of every other node in existence. This search engine has a large capacity, so you need to make sure that there is enough buffer space. We took one month to deploy and perform a fresh setup. Our strategy was to start with a local data center, before venturing into cross data center replicas. A staff size of two to four people is suitable for deploying and maintaining the solution, depending upon the scale. They would set up the solution and put monitoring in place for the indexing jobs, as well as design the schema so that the data can feed well.

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."
"Since Algolia is a SaaS solution, we didn't have to maintain servers, look at the indexes, and monitor services."
"It's scalable. It can be scaled massively."
"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."
"The tool is worth the money, and I have seen an ROI."
"Algolia provides some cool functionalities like filtering, indexing, and searching."
"The Algolia solution really helped us to improve our conversion rate and click through rate."
"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."
"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."
"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."
"I've found the solution to be very scalable."
"It will remain alive in the market. The solution will be stable in the market."
"Document indexing, text-based search API, and Geospatial searches are all good features."
"It is remarkably efficient and beneficial."
"One of the best aspects of the solution is the indexing. It's already indexed to all the fields in the category. We don't need to spend so much extra effort to do the indexing. It's great."
"The most valuable feature is the ability to perform a natural language search."
"​Sharding data, Faceting, Hit Highlighting, parent-child Block Join and Grouping, and multi-mode platform are all valuable features."
"It has improved our search ranking, relevancy, search performance, and user retention."
 

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."
"When indexing the products, one may face some issues with the tool."
"I think they could improve the analytics view."
"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."
"The high cost of the product is an area of concern where improvements are required."
"The solution should improve the recovery aspects that it has on offer."
"We'd like to see more database features."
"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."
"AWS CloudSearch's documentation isn't very clear. Also, the on-premise version of the solution is less stable than the cloud version."
"The price of the solution can be expensive."
"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."
"SolrCloud stability, indexing and commit speed, and real-time Indexing need improvement."
"The performance for this solution, in terms of queries, could be improved."
"With increased sharding, performance degrades. Merger, when present, is a bottle-neck. Peer-to-peer sync has issues in SolrCloud when index is incrementally updated."
"Encountered issues with both master-slave and SolrCloud. Indexing and serving traffic from same collection has very poor performance. Some components are slow for searching."
"It does take a little bit of effort to use and understand the solution. It would help us a lot if the solution offered up more documentation or tutorials to help with training or troubleshooting."
 

Pricing and Cost Advice

"For any developer starting out, it is worth it."
"The product is cheap."
"Algolia is a cool, super-easy-to-use, and affordable tool."
"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."
"I have heard that Algolia is an expensive solution."
"There was no license needed to use this solution."
"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."
"In comparison to IBM and Microsoft, the pricing is more favorable."
"I'm not sure how much we pay a year. It might be around $30,000 a year."
"We chose AWS because of its cost and stability."
"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."
"The only costs in addition to the standard licensing fees are related to the hardware, depending on whether it is cloud-based, or on-premise."
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Top Industries

By visitors reading reviews
Performing Arts
11%
Computer Software Company
10%
Comms Service Provider
9%
University
8%
Computer Software Company
23%
Financial Services Firm
10%
University
10%
Manufacturing Company
9%
Computer Software Company
15%
Financial Services Firm
10%
Retailer
10%
Manufacturing Company
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
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.
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Overview

 

Sample Customers

Birchbox, Twitch, Lacoste, Stripe, WW, Medium, Cousera, National Geographic, Zendesk, Magento
SmugMug
eHarmony, Sears, StubHub, Best Buy, Instagram, Netflix, Disney, AT&T, eBay, AOL, Bloomberg, Comcast, Ticketmaster, Travelocity, MTV Networks
Find out what your peers are saying about Elastic, Algolia, Amazon Web Services (AWS) and others in Search as a Service. Updated: October 2025.
869,832 professionals have used our research since 2012.