AWS X-Ray vs Amazon OpenSearch Service comparison

Amazon OpenSearch Service and AWS X-Ray are both solutions in the Application Performance Monitoring (APM) and Observability category. Amazon OpenSearch Service is ranked #35 with an average rating of 7.5, while AWS X-Ray is ranked #19 with an average rating of 7.3. Amazon OpenSearch Service holds a 1.9% mindshare in APM, compared to AWS X-Ray’s 3.3% mindshare. Additionally, 80% of Amazon OpenSearch Service users are willing to recommend the solution, compared to 90% of AWS X-Ray users who would recommend it.

Amazon OpenSearch Service

Read 5 Amazon OpenSearch Service reviews

1,271 Views
1,168 Comparison Views

80% willing to recommend

AWS X-Ray

Read 10 AWS X-Ray reviews

5,836 Views
5,274 Comparison Views

90% willing to recommend

Amazon OpenSearch Service

AWS X-Ray

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Executive SummaryUpdated on Jul 24, 2024

AWS X-Ray and Amazon OpenSearch Service are competing products for monitoring and analyzing applications. AWS X-Ray generally receives positive feedback for its ease of setup and robust tracing features, while Amazon OpenSearch Service is praised for its powerful search and analysis capabilities.

Features: AWS X-Ray is valued for its ability to trace requests, providing comprehensive insights into application performance and pinpointing issues quickly. It offers straightforward implementation and user-friendly features. Amazon OpenSearch Service is appreciated for its scalability and powerful search and analysis features that enhance data discovery. OpenSearch offers extensive functionality and greater analytical depth.

Room for Improvement: AWS X-Ray users suggest enhancing integration options and improving visualizations. Broader integration capability is needed. Amazon OpenSearch Service users express the need for better documentation and streamlined configuration processes. OpenSearch could benefit from more intuitive setup processes and easier initial configuration.

Ease of Deployment and Customer Service: AWS X-Ray is commonly noted for its quick, straightforward deployment and strong customer support. It is ideal for users needing rapid setup with minimal complexity. Amazon OpenSearch Service, although more complex to deploy, receives praise for comprehensive support once configured.

Pricing and ROI: AWS X-Ray offers competitive pricing, often seen as cost-effective for its feature set. Its ROI is highlighted due to its efficiency in identifying performance issues. Amazon OpenSearch Service, while more expensive, delivers significant ROI through enhanced data analytics capabilities.

To learn more, read our detailed AWS X-Ray vs. Amazon OpenSearch Service Report (Updated: April 2025).

Buyer's Guide

AWS X-Ray vs. Amazon OpenSearch Service

April 2025

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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 OpenSearch Service

Ranking in Application Performance Monitoring (APM) and Observability

35th

Average Rating

7.8

Reviews Sentiment

7.5

Number of Reviews

Ranking in other categories

Log Management (30th)

AWS X-Ray

Ranking in Application Performance Monitoring (APM) and Observability

19th

Average Rating

7.8

Reviews Sentiment

7.7

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of May 2025, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Amazon OpenSearch Service is 1.9%, up from 0.1% compared to the previous year. The mindshare of AWS X-Ray is 3.3%, down from 3.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Application Performance Monitoring (APM) and Observability

Featured Reviews

VijayKumar27

Software Engineer at The American College

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.

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Muhmad Tabrez A Deewanji

Lead Software Engineer at a tech services company with 1,001-5,000 employees

Improving performance through efficient trace metrics and data insights

As an application developer and architect, I appreciate AWS X-Ray ( /products/aws-x-ray-reviews ) for checking latency and identifying bottlenecks. I use it for performance tuning, conducting performance testing on applications, getting real-time traces, and gaining data insights. It helps in improving throughput and tuning infrastructure. The trace metrics and data collected provide valuable insights.

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Quotes from Members

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

Pros

"Amazon OpenSearch Service has enhanced our organization's ability to store and search large amounts of data efficiently."

"Amazon OpenSearch Service provides a managed database solution, so we don't need to manage everything ourselves."

"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"

"This service already sorts data like vectors. They have classified the storage pre-defined."

"The business analytics capabilities are the most important feature it provides."

"I would definitely recommend Amazon OpenSearch Service to other professionals due to its fast and reliable search capabilities."

"The customer service is excellent, rated nine out of ten."

"AWS X-RAY identifies bottlenecks in terms of stability and performance and how long certain data lives in terms of response time and duration."

"The most promising feature of AWS X-Ray is that you can debug the issues through the proper logs. You can also get an analysis out of the logs for some use cases, though I have yet to try all the features of AWS X-Ray."

"The most important one is compliance. We're able to achieve our regulatory levels. We're able to achieve the security level that we need for the federal government."

"The solution has made it easier for us to trace the problems that we have with our requests and to monitor the timing of each step in each request we do in our endpoints."

"AWS X-Ray shows us exactly when there are delays, helping us understand the depth of issues and what is happening point-to-point."

"AWS X-Ray is a strong solution and has a smooth integration process."

"The error analysis capabilities of X-Ray are really good."

"I would give AWS X-Ray a nine out of ten overall."

More AWS X-Ray pros

Cons

"One improvement I would like to see is support for auto-scaling."

"It would be beneficial to have some level of customization available in the managed service, tailored to the specific use cases of the end users."

"They can enhance data visualization."

"We faced documentation challenges during integration after migrating from Elasticsearch to Amazon OpenSearch Service. Better documentation on integration, query handling, and a more user-friendly UI could enhance the product."

"The price is fair yet leans towards the expensive side. I'd rate it five out of ten with respect to capabilities vs. cost."

"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."

"One improvement I would like to see is support for auto-scaling."

"The user interface is sometimes kind of confusing to understand. It's not very user-friendly."

"They can improve how traces are sent to other providers."

"I do not have any notes in terms of improvements."

"Sometimes, the collector agents are confusing to configure initially."

"Like most Amazon products, the user interface, configuration, and tuning aren't the easiest. That's the biggest reason why people tend to go to products like TerraForm and Terragrunt. We use TerraForm and Terragrunt. So, for setting things up and interacting with X-Ray, it's definitely the user interface that can be better."

"AWS X-Ray should improve its implementation process to make it easier for developers."

"A significant downside is that it is very expensive."

"What needs to be better in AWS X-Ray is the log filtering. Predefined filters could be helpful because the power of analytics comes from how you can filter the data. I also want to see more KPIs from AWS X-Ray."

More AWS X-Ray cons

Pricing and Cost Advice

Information not available

"As you develop a relationship with Amazon, your pricing gets lower. You get credits for the amount of the system you use, and then if you're the government, you can get government pricing. For commercial users, there's a hump when you go from small to medium to big enterprise. Small businesses can live pretty easily off the free tier in a lot of cases, but when you go from a medium to a big enterprise, it becomes more expensive on a per-user basis. I'd like to see that curve going in a different way where pricing can be driven down while people are trying to adopt the technology."

"The solution is a bit expensive."

"The pricing for AWS X-Ray is a six out of ten."

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Top Industries

By visitors reading reviews

Financial Services Firm

15%

Computer Software Company

14%

Manufacturing Company

Comms Service Provider

Financial Services Firm

19%

Computer Software Company

18%

Manufacturing Company

Comms Service Provider

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

See all answers

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.

See all answers

What needs improvement with Amazon OpenSearch Service?

I did not delve deeply into Amazon OpenSearch Service, so I am unable to suggest specific improvements. However, we faced documentation challenges during integration after migrating from Elasticsea...

See all answers

What do you like most about AWS X-Ray?

AWS X-Ray is a strong solution and has a smooth integration process.

See all answers

What is your experience regarding pricing and costs for AWS X-Ray?

While I have not compared it with GCP or Azure ( /products/microsoft-azure-reviews ), AWS generally offers cost-effective services. Some services, like Athena ( /products/odyssey-software-athena-eo...

See all answers

What needs improvement with AWS X-Ray?

AWS X-Ray should improve its implementation process to make it easier for developers. The current manual instrumentation is challenging compared to the almost automatic instrumentation of other pro...

See all answers

Comparisons

Grafana Loki vs Amazon OpenSearch Service

Compared 30% of the time

Datadog vs Amazon OpenSearch Service

Compared 17% of the time

Amazon CloudWatch vs Amazon OpenSearch Service

Compared 14% of the time

Dynatrace vs Amazon OpenSearch Service

Compared 5% of the time

New Relic vs Amazon OpenSearch Service

Compared 4% of the time

More Amazon OpenSearch Service Competitors

Datadog vs AWS X-Ray

Compared 21% of the time

Sentry vs AWS X-Ray

Compared 17% of the time

Google Cloud's operations suite (formerly Stackdriver) vs AWS X-Ray

Compared 11% of the time

Azure Monitor vs AWS X-Ray

Compared 10% of the time

More AWS X-Ray Competitors

Product Reports

Buyer's Guide

Amazon OpenSearch Service

April 2025

Download Amazon OpenSearch Service product report

Buyer's Guide

AWS X-Ray

April 2025

Download AWS X-Ray product report

Overview

Amazon OpenSearch Service is often used for log analysis, real-time application monitoring, and searching large datasets. Users benefit from its scalability, ease of use, and AWS integration, appreciating its capability to handle high data volumes while providing efficient search functionalities.

Many users choose Amazon OpenSearch Service for its powerful search and indexing capabilities, real-time analytics, and strong integration with AWS services. Key highlights include minimal downtime, detailed documentation, and efficient data processing. Scalability and automatic scaling are standout features, enabling users to manage high data volumes seamlessly. However, there is a call for improved integration, enhanced stability, and better support. Some users find the setup and configuration process challenging and desire more customization options for security features.

What are the key features of Amazon OpenSearch Service?

Scalability: Automatically scales to accommodate data growth and workload fluctuations.
Real-Time Analytics: Provides up-to-date insights and monitoring for applications.
Integration with AWS: Easily integrates with other AWS services, enhancing workflows.
Powerful Search Capabilities: Fast and efficient search and indexing functionalities.
Detailed Documentation: Comprehensive guides and resources to assist users.
Security Features: Flexible security options to protect data and manage access.

What benefits should users look for in reviews?

Efficiency: Quick data processing and minimal downtime.
Scalability: Ability to handle increasing data volumes without manual intervention.
Ease of Use: User-friendly interface and management tools.
Reliability: Consistent performance with robust support for data management workflows.
Integration: Seamless integration with existing AWS services and infrastructure.

In industries such as finance, healthcare, and e-commerce, Amazon OpenSearch Service is implemented to manage and analyze large datasets in real time. Companies benefit from its ability to monitor application performance, analyze log data, and enhance search functionalities, leading to improved operational efficiency and decision-making processes.

Amazon Web Services (AWS)

AWS X-Ray is a powerful debugging and performance analysis tool offered by Amazon Web Services. It allows developers to trace requests made to their applications and identify bottlenecks and issues.

With X-Ray, developers can visualize the entire request flow and pinpoint the exact location where errors occur. It provides detailed insights into the performance of individual components and helps optimize the overall application performance.

X-Ray integrates seamlessly with other AWS services, making it easy to trace requests across different services and identify dependencies. It also offers a comprehensive set of APIs and SDKs, enabling developers to instrument their applications and capture valuable data for analysis. With its user-friendly interface and powerful features, AWS X-Ray is a valuable tool for developers looking to improve the performance and reliability of their applications.

Amazon Web Services (AWS)

Sample Customers

Information Not Available

COMCAST, ConnectWise, skyscanner, AirAsia, cookpad, cimpress, VTEX, zowdow

Buyer's Guide

AWS X-Ray vs. Amazon OpenSearch Service

April 2025

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