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AWS X-Ray vs Cribl comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Mar 29, 2026

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

AWS X-Ray
Ranking in Application Performance Monitoring (APM) and Observability
28th
Average Rating
7.8
Reviews Sentiment
6.6
Number of Reviews
11
Ranking in other categories
No ranking in other categories
Cribl
Ranking in Application Performance Monitoring (APM) and Observability
7th
Average Rating
8.6
Reviews Sentiment
6.8
Number of Reviews
66
Ranking in other categories
Log Management (3rd), Security Information and Event Management (SIEM) (4th), Observability Pipeline Software (1st)
 

Mindshare comparison

As of November 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS X-Ray is 1.0%, down from 2.4% compared to the previous year. The mindshare of Cribl is 1.1%, up from 1.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Cribl1.1%
AWS X-Ray1.0%
Other97.9%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

Muhmad Tabrez A Deewanji - PeerSpot reviewer
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 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.
JigarHirani - PeerSpot reviewer
Splunk Engineer at a recruiting/HR firm with 11-50 employees
Log pipelines have reduced daily data volume and now simplify traffic analysis
Overall, the pipelines and all the features are good with Cribl. The UI is good. Just sometimes, when I actually started using Cribl, I faced the issue where I was not able to connect the nodes. The pipeline is structured in a certain way, then the data will be routed to there, and something of that nature. I was very much confused about their whole products, such as Data Lake and pipelines. It's possible that at that time I didn't take any university courses, which is why I did not know much. But if they can give an intro on how we can connect nodes, or they can provide simple use cases showing what you can do with Cribl, it would help. If you just need to add the source and the destination and pre-build some proper workflow, then it will be easy for new customers to navigate through Cribl.

Quotes from Members

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

Pros

"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 identifies bottlenecks in terms of stability and performance and how long certain data lives in terms of response time and duration."
"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 best feature of AWS X-Ray is the ability to correlate data out of the box, ensuring that if one service calls another service, it will provide a full flow of what has happened without needing to build or develop anything around it."
"The most beneficial feature is that it shows a dashboard for performance intervals, which reveals latencies."
"I would give AWS X-Ray a nine out of ten overall."
"It is a very scalable solution."
"AWS X-Ray is a strong solution and has a smooth integration process."
"Cribl has the ability to send data to different destinations, making it a vendor-agnostic tool, and for log management we can parse values or enhance fields at Cribl level and then send it to different destinations such as S3, Splunk, Elastic, or other destinations, which I love most because it acts as an intermediate heavy forwarder that can route data to different destinations."
"Cribl's ability to contain data cost and complexity is actually very good."
"The feature I appreciate most about Cribl is the interface and how you're able to interact with the data, see the data both live on the ingest side as well as on the side where it goes out to the destination, which is a feature that was lacking in the previous solution I was using."
"Cribl offers other valuable features. For instance, you can replay data from an edge device, store your daily data in a stream, and replay specific event data into Splunk if a security incident occurs"
"When it comes to the product's installation phase, it is not tough for people who have good knowledge...The tool is worth the investment."
"I think Cribl is an excellent tool for helping to manage data cost and keep it down as well as manage complexity."
"I'd rate the solution ten out of ten."
"I think it is cost-efficient because overall, after using Cribl, it helps users save cost and time."
 

Cons

"The user interface is sometimes kind of confusing to understand. It's not very user-friendly."
"I do not have any notes in terms of improvements."
"AWS X-Ray should improve its implementation process to make it easier for developers."
"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."
"The challenges we faced with AWS X-Ray were that some of the AWS services we were using did not support it, which we discovered at a later stage."
"Sometimes, the collector agents are confusing to configure initially."
"They can improve how traces are sent to other providers."
"Compared to other open-source tools, AWS X-Ray needs improvement in providing discounts."
"The user interface of Cribl Search can be more simplified because for non-technical users, it is quite difficult to grasp."
"I think it is a bit expensive. I heard that this might be expensive."
"What I dislike about Cribl is that it represents my direct pain point."
"Cribl can improve by providing automated analytics and advanced parsing capabilities since it handles data at its core."
"One thing I think is that Cribl is very dependent on the packs. If you don't have packs and you need to do things on your own, it's not trivial."
"Cribl Stream is good, but I feel they could develop more products apart from Cribl Stream for my use case."
"The sys logging could be enhanced to make it easier to identify errors, especially when dealing with multiple functions."
"The cost part is very high compared to alternatives such as Edge Delta, which offers much cheaper prices."
 

Pricing and Cost Advice

"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 pricing for AWS X-Ray is a six out of ten."
"The solution is a bit expensive."
"The product pricing is reasonable compared to other solutions."
"I would not say it is a cheaply priced tool as it has been doing wonders in the market. The tool has been budget-friendly for organizations."
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Top Industries

By visitors reading reviews
Financial Services Firm
10%
Comms Service Provider
10%
University
8%
Manufacturing Company
8%
Financial Services Firm
19%
Manufacturing Company
11%
Healthcare Company
6%
Outsourcing Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business8
Large Enterprise3
By reviewers
Company SizeCount
Small Business52
Midsize Enterprise8
Large Enterprise36
 

Questions from the Community

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...
What needs improvement with AWS X-Ray?
The challenges we faced with AWS X-Ray were that some of the AWS services we were using did not support it, which we discovered at a later stage. This was potentially a design consideration we shou...
What is your primary use case for AWS X-Ray?
I have been using AWS X-Ray for creating insights to our applications we have developed. It is used to correlate different services in AWS when a transaction happens, allowing us to see the flow of...
What is your experience regarding pricing and costs for Cribl?
I find the pricing of Cribl to be cost-efficient because it has helped us save costs for data storage by removing unwanted logs.
What needs improvement with Cribl?
Currently, Cribl is perfectly fine for us, and we have not observed any such issues. However, if we find anything later on, we will document it and share it with you. Cribl could respond more quick...
What is your primary use case for Cribl?
We are using Cribl for log trimming with a vast majority of log sources that have different log patterns or log types. Some logs come in syslog format, some are in JSON, and some are in other HTML ...
 

Comparisons

 

Overview

 

Sample Customers

COMCAST, ConnectWise, skyscanner, AirAsia, cookpad, cimpress, VTEX, zowdow
Information Not Available
Find out what your peers are saying about AWS X-Ray vs. Cribl and other solutions. Updated: November 2026.
920,769 professionals have used our research since 2012.