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Amazon OpenSearch Service vs Datadog comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Oct 1, 2024

Review summaries and opinions

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

ROI

No sentiment score available
Sentiment score
7.2
Datadog optimizes costs, boosts efficiency, enhances debugging, saves time, and outperforms alternatives despite challenges in quantifying returns.
 

Customer Service

Sentiment score
9.0
Amazon OpenSearch Service excels in customer service, with timely support and effective AI assistance like Amazon Q for queries.
Sentiment score
7.3
Datadog's customer service is generally praised for responsiveness and expertise, though some users note delays and lack of phone support.
I have had excellent support from AWS regarding OpenSearch, especially when dealing with performance issues impacted by ElasticCache.
We had one occasion where we needed to contact the technical support team, and they were able to resolve our issue efficiently.
 

Scalability Issues

Sentiment score
8.9
Amazon OpenSearch Service offers scalable support for peak loads but requires manual scaling management for storage and server configurations.
Sentiment score
7.6
Datadog offers scalable performance and customization but users should monitor rising costs and potential challenges with complex architectures.
It can be scaled out or up as needed, and deployments occur without downtime.
Amazon OpenSearch Service does not support auto-scaling, which limits scalability.
 

Stability Issues

Sentiment score
8.2
Amazon OpenSearch Service is stable with minor latency issues in index operations, scoring eight out of ten for performance.
Sentiment score
8.0
Datadog is praised for its stability and reliable performance, effectively managing disruptions and supporting diverse operational needs.
Elasticsearch has a stability rating of eight out of ten due to its nature as an in-memory database.
 

Room For Improvement

Users seek customizable alerts, cost reductions, better visualization, auto-scaling support, and improved snapshot and upgrade processes in OpenSearch.
Datadog users face challenges with billing, integration, interface complexity, and desire more flexibility, support, and improved features.
The current configuration does not support automatic scaling based on server load, requiring us to manage the scaling manually.
It would be beneficial if OpenSearch had its data visualization platform instead of Kibana and if it could be integrated with Compute Optimizer Service for better rightsizing.
 

Setup Cost

Amazon OpenSearch Service costs more than self-managed options, with mixed opinions on cost-effectiveness versus capabilities.
Datadog's pricing varies by organization size, requiring careful monitoring and planning due to complex usage-based billing and potential hidden costs.
Amazon OpenSearch Service is a bit costly compared to self-hosted Elasticsearch due to the managed service pricing.
The price is fair yet leans towards the expensive side.
 

Valuable Features

Datadog excels in real-time monitoring, intuitive interface, robust integrations, efficient alerts, and comprehensive performance tracking and system reliability.
It's a flexible database that allows for fast searching of terabytes of data compared to other databases.
Scalability is a key feature as it allows easy scaling of the platform without downtime.
 

Categories and Ranking

Amazon OpenSearch Service
Ranking in Application Performance Monitoring (APM) and Observability
45th
Ranking in Log Management
39th
Average Rating
7.6
Reviews Sentiment
7.6
Number of Reviews
4
Ranking in other categories
No ranking in other categories
Datadog
Ranking in Application Performance Monitoring (APM) and Observability
1st
Ranking in Log Management
3rd
Average Rating
8.6
Reviews Sentiment
7.1
Number of Reviews
187
Ranking in other categories
Network Monitoring Software (3rd), IT Infrastructure Monitoring (2nd), Container Monitoring (1st), Cloud Monitoring Software (1st), AIOps (1st), Cloud Security Posture Management (CSPM) (6th)
 

Featured Reviews

VijayKumar27 - PeerSpot reviewer
Effective as a vector store, serverless architecture but there aren't enough security features
The pricing aspect is a concern. The service is way too costly. For the past month, I used only 30 to 40 MB of data, and the cost was $500. AWS could improve pricing. Even being serverless, it incurs charges during idle times. For just holding data, you need to create a list. AWS should add an option to make data idle, so it won't include computing charges. They charge for OCU units based on the time the serverless solution is up, not on indexing or retrieval speed. Once the service starts, it starts getting billed. It would help if there were an option to limit computing. When using it as a database, storing data without frequent fetching would save computing costs.
Kevin Palmer - PeerSpot reviewer
Useful log aggregation and management with helpful metrics aggregation
Datadog provides us value in three major ways: First, Datadog provides best-in-class functionality in many, if not all, of the products to which we subscribe (infrastructure, APM, log management, serverless, synthetics, real user monitoring, DB monitoring). In my experience with other tools that provide similar functionality, Datadog provides the largest feature set with the most flexibility and the best performance. Second, Datadog allows us to access all of those services in one place. Having to learn and manage only one tool for all of those purposes is a major benefit. Third, Datadog provides significant connectivity between those services so that we can view, summarize, organize, translate and correlate our data with maximum effect. Not needing to manually integrate them to draw lines between those pieces of information is a huge time savings for us.
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Use our free recommendation engine to learn which Application Performance Monitoring (APM) and Observability solutions are best for your needs.
824,053 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
17%
Computer Software Company
13%
Manufacturing Company
8%
Government
6%
Educational Organization
38%
Computer Software Company
10%
Financial Services Firm
10%
Manufacturing Company
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

What do you like most about Amazon OpenSearch Service?
We retrieve historical data with just a click of a button to move it from cold to hot or warm because it's already stored in the backend storage
What is your experience regarding pricing and costs for Amazon OpenSearch Service?
Amazon OpenSearch Service is a bit costly compared to self-hosted Elasticsearch due to the managed service pricing.
What needs improvement with Amazon OpenSearch Service?
One improvement I would like to see is support for auto-scaling. The current configuration does not support automatic scaling based on server load, requiring us to manage the scaling manually. Addi...
Any advice about APM solutions?
There are many factors and we know little about your requirements (size of org, technology stack, management systems, the scope of implementation). Our goal was to consolidate APM and infra monitor...
Datadog vs ELK: which one is good in terms of performance, cost and efficiency?
With Datadog, we have near-live visibility across our entire platform. We have seen APM metrics impacted several times lately using the dashboards we have created with Datadog; they are very good c...
Which would you choose - Datadog or Dynatrace?
Our organization ran comparison tests to determine whether the Datadog or Dynatrace network monitoring software was the better fit for us. We decided to go with Dynatrace. Dynatrace offers network ...
 

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Sample Customers

Information Not Available
Adobe, Samsung, facebook, HP Cloud Services, Electronic Arts, salesforce, Stanford University, CiTRIX, Chef, zendesk, Hearst Magazines, Spotify, mercardo libre, Slashdot, Ziff Davis, PBS, MLS, The Motley Fool, Politico, Barneby's
Find out what your peers are saying about Amazon OpenSearch Service vs. Datadog and other solutions. Updated: November 2024.
824,053 professionals have used our research since 2012.