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Amazon Athena 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:
 

Categories and Ranking

Amazon Athena
Ranking in Search as a Service
7th
Average Rating
7.2
Reviews Sentiment
7.2
Number of Reviews
5
Ranking in other categories
No ranking in other categories
Elastic Search
Ranking in Search as a Service
1st
Average Rating
8.2
Reviews Sentiment
6.7
Number of Reviews
67
Ranking in other categories
Indexing and Search (1st), Cloud Data Integration (9th), Vector Databases (2nd)
 

Mindshare comparison

As of April 2025, in the Search as a Service category, the mindshare of Amazon Athena is 10.6%, down from 13.4% compared to the previous year. The mindshare of Elastic Search is 14.4%, up from 8.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Search as a Service
 

Featured Reviews

Manilal Kasera - PeerSpot reviewer
A great AWS application that is easy to set up and simple to expand
If you compare it with Palantir, if you have some data and you want to quickly have a look at it, then that feature is not available in Amazon Cloud. We'd like it better if, for example, when you have some data, you can easily query it and you can easily read it at a glance. We'd like it to just be almost like a drag-and-drop situation. In Amazon Cloud, you actually have first to upload the data into S3. For that, you have to create a bucket. Now you have to create a Glue service, which will get you the schema. Then that schema would create basically a database and a table. After that, you have to go to Athena to query the data. It's a three-step process in Amazon Cloud. In Palantir, you just have to drag and drop.
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

"Athena has a really good UI and is very compatible with on-prem products."
"The solution is very easy to use and integrations are very smooth."
"It's easy to set up the product."
"Amazon Athena is very stable. I never had any issues with it. The dashboarding tool is okay."
"One of the most valuable features is the ability to partition your databases. I also like the federal query functionality, for cases when you have to query outside your S3 storage, or even completely outside of the AWS platform."
"It gives us the possibility to store and query this data and also do this efficiently and securely and without delays."
"It is easy to scale with the cluster node model.​"
"The most valuable feature for us is the analytics that we can configure and view using Kibana."
"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."
"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."
"Helps us to store the data in key value pairs and, based on that, we can produce visualisations in Kibana."
"The most valuable features are the data store and the X-pack extension."
"It's a stable solution and we have not had any issues."
 

Cons

"If you compare it with Palantir, if you have some data and you want to quickly have a look at it, then that feature is not available in Amazon Cloud."
"One improvement I can suggest is that Athena needs to work better with third-parties. For example, the process of querying a Microsoft SQL warehouse could be improved."
"The solution should include a better API for query services."
"I think it would be better if the product were more mature. It's still a young product compared to Power BI or Qlik. I find that development is a bit difficult, but it might be because I'm used to other tools. The dashboarding capabilities could be better. The reporting and statement generation could be better. I couldn't technically initiate picture-perfect reporting, for example, to send out statements every month for banking customers."
"You have to build out the metadata yourself because of the nature of the cloud."
"The solution's integration and configuration are not easy. Not many people know exactly what to do."
"The pricing of this product needs to be more clear because I cannot understand it when I review the website."
"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."
"The real-time search functionality is not operational due to its impact on system resources."
"I would like to be able to do correlations between multiple indexes."
"The solution has quite a steep learning curve. The usability and general user-friendliness could be improved. However, that is kind of typical with products that have a lot of flexibility, or a lot of capabilities. Sometimes having more choices makes things more complex. It makes it difficult to configure it, though. It's kind of a bitter pill that you have to swallow in the beginning and you really have to get through it."
"There is an index issue in which the data starts to crash as it increases."
"There are a lot of manual steps on the operating system. It could be simplified in the user interface."
 

Pricing and Cost Advice

"The solution operates on a serverless model so you only pay for data that you consume."
"It doesn't cost much if you are already part of the AWS ecosystem."
"I am happy with what they are charging and how they charge it, especially because they charge you per query, and not per series."
"Athena is very inexpensive for being a cloud tool."
"we are using a licensed version of the product."
"Elastic Search is open-source, but you need to pay for support, which is expensive."
"The pricing model is questionable and needs to be addressed because when you would like to have the security they charge per machine."
"ELK has been considered as an alternative to Splunk to reduce licensing costs."
"The solution is free."
"An X-Pack license is more affordable than Splunk."
"The basic license is free, but it comes with a lot of features that aren't free. With a gold license, we get active directory integration. With a platinum license, we get alerting."
"We use the free version for some logs, but not extensive use."
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Top Industries

By visitors reading reviews
Financial Services Firm
21%
Computer Software Company
17%
Manufacturing Company
11%
Government
10%
Computer Software Company
18%
Financial Services Firm
15%
Government
9%
Manufacturing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

What do you like most about Amazon Athena?
Athena has a really good UI and is very compatible with on-prem products.
What needs improvement with Amazon Athena?
You have to build out the metadata yourself because of the nature of the cloud.
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 very high, making it effective for storing and retrieving logs. The real-time anal...
What is your experience regarding pricing and costs for ELK Elasticsearch?
I don't know about pricing. That is dealt with by the sales team and our account team. I was not involved with that.
What needs improvement with ELK Elasticsearch?
I found an issue with Elasticsearch in terms of aggregation. They are good, yet the rules written for this are not really good. There is a maximum of 10,000 entries, so the limitation means that if...
 

Also Known As

No data available
Elastic Enterprise Search, Swiftype, Elastic Cloud
 

Overview

 

Sample Customers

bp, Cerner, Expedia, Finra, HESS, intuit, Kellog's, Philips, TIME, workday
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 Amazon Athena vs. Elastic Search and other solutions. Updated: March 2025.
845,040 professionals have used our research since 2012.