Amazon CloudWatch vs Graylog Enterprise comparison

Amazon Web Services (AWS) and Graylog are both solutions in the Log Management category. Amazon Web Services (AWS) is ranked #17 with an average rating of 7.9, while Graylog is ranked #8 with an average rating of 8.0. Amazon Web Services (AWS) holds a 1.6% mindshare in Log Management, compared to Graylog’s 3.1% mindshare. Additionally, 90% of Amazon Web Services (AWS) users are willing to recommend the solution, compared to 96% of Graylog users who would recommend it.

Amazon CloudWatch

Read 48 Amazon CloudWatch reviews

6,550 Views
3,668 Comparison Views

90% willing to recommend

Graylog Enterprise

Read 25 Graylog Enterprise reviews

8,432 Views
8,348 Comparison Views

96% willing to recommend

Amazon CloudWatch

Graylog Enterprise

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Executive SummaryUpdated on Mar 15, 2026

Amazon CloudWatch and Graylog Enterprise are significant players in the monitoring and analytics category. While Amazon CloudWatch benefits from seamless AWS integration, Graylog Enterprise's flexible and open-source foundation provides significant adaptability, giving it a unique edge in diverse environments.

Features: Amazon CloudWatch offers seamless integration with AWS, easy setup, and real-time data analytics. It delivers detailed metrics, alerts, and automation for infrastructure monitoring. Graylog Enterprise boasts an advanced search engine, customizable dashboards, and flexible alerting systems, efficiently handling large data volumes.

Room for Improvement: CloudWatch could improve dashboard clarity and offer better reporting and application performance monitoring. Its pricing and integration need more user-friendly options. Graylog Enterprise could expand integrations, enhance documentation, and improve visualization. Their interface and functionality both have room for improvement, but Graylog can benefit from a more flexible cost structure.

Ease of Deployment and Customer Service: Amazon CloudWatch is primarily used in public cloud settings with robust tiered support, offering direct access to AWS engineers. Graylog Enterprise often runs on-premises or in hybrid environments, relying on community-driven support. CloudWatch provides immediate access to AWS engineers, whereas Graylog’s open-source nature suits users preferring customization and budget constraints.

Pricing and ROI: Amazon CloudWatch features a pay-as-you-go model, which can lead to increased costs for large projects but often justifies this through ROI improvements. Graylog is primarily favored for its free open-source version for smaller setups, with higher costs for the enterprise version. CloudWatch offers enhanced ROI in cloud-focused businesses, while Graylog is a flexible, cost-effective choice for varied infrastructures.

To learn more, read our detailed Amazon CloudWatch vs. Graylog Enterprise Report (Updated: April 2026).

Buyer's Guide

Amazon CloudWatch vs. Graylog Enterprise

April 2026

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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 CloudWatch

Ranking in Log Management

17th

Average Rating

8.0

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Application Performance Monitoring (APM) and Observability (19th), Cloud Monitoring Software (14th)

Graylog Enterprise

Ranking in Log Management

8th

Average Rating

8.0

Reviews Sentiment

5.3

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of May 2026, in the Log Management category, the mindshare of Amazon CloudWatch is 1.6%, down from 2.0% compared to the previous year. The mindshare of Graylog Enterprise is 3.1%, down from 6.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Log Management Mindshare Distribution
Product	Mindshare (%)
Graylog Enterprise	3.1%
Amazon CloudWatch	1.6%
Other	95.3%

Log Management

Featured Reviews

Azam S M

Infrastructure Lead at Danat Fz LLC

Has provided reliable monitoring and alerting through extensive metric tracking and dashboard configuration

Amazon CloudWatch itself provides a lot of data. However, for visualization, we need to use third-party tools. We are in a process of integrating Grafana, Loki, and Prometheus to have better visualization on Amazon CloudWatch. We are also integrating Grafana with the application itself to get the application data and logs. Alternatively, there is AWS Kinesis and Glue where you can scrape the logs and have visualization, but a more easy option is Grafana. If you want to get a proper visual representation to see what is happening, then you need to integrate a third-party tool. Amazon CloudWatch has all the data, but to see what is happening, you need some third-party tool.

Read full review

NicolaeCIornii

Security Officer at JSC "Moldtelecom" S.A.

Log analysis has become clearer and faster but visualization and extensibility still need work

The problem was with the complexity and the cost to add extensions. We found this very expensive to buy another version with additional features. I think that Graylog Enterprise does not have customizable dashboards. I did not see them in Graylog Enterprise because most of the time we used the open source free version, which is limited. I think Graylog Enterprise should improve some things that they have in the paid version and perhaps provide users with a menu that gives examples of parsing logs and draws graphics so that people do not need to improve another system such as Grafana. This would be interesting. When it comes to functionalities, I found the log management in Graylog Enterprise acceptable. It is very simple to use and to collect logs. It has support for different protocols and different ports, and the sidecar is easy to use. However, in visualization, I think it needs to be much better.

Read full review

Quotes from Members

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

Pros

"The initial setup is easy."

"Amazon CloudWatch offers cost-saving advantages by being an inbuilt solution that requires no separate setup or maintenance for monitoring tasks."

"The detection is the most valuable feature."

"The most valuable feature of Amazon CloudWatch is reliability."

"It is a robust analytical tool and it goes beyond mere functionality and extends into the realm of providing comprehensive insights."

"The solution offers very detailed metrics for their services."

"Our team finds it overall quite useful."

"What I would advise anyone looking into using Amazon CloudWatch is to go for it especially when you're on the AWS environment."

More Amazon CloudWatch pros

"I like the correlation and the alerting."

"Open source and user friendly."

"I would consider myself Graylog2's number one fan or at least a big advocate of the utility of this product."

"UDP is a fast and lightweight protocol, perfect for sending large volumes of logs with minimal overhead."

"The product is scalable. The solution is stable."

"One of the most valuable features is that you are able to do a very detailed search through the log messages in the overview."

"The solution's most valuable feature is its new interface."

"Feature-wise or from the end user perspective, Graylog is just great."

More Graylog Enterprise pros

Cons

"CloudWatch doesn’t monitor disk throughput by default."

"When connecting to Google Cloud, there is no visibility or traceability from Google Cloud into CloudWatch."

"Adding conditional expressions would enhance its functionality."

"Amazon CloudWatch's pricing needs improvement."

"I found several areas for improvement in Amazon CloudWatch. First is that it's tough to track issues and find out where it's going wrong. The process takes longer. For example, if I get an exception error, I read the logs, search, go to AWS Cloud, then to the groups to find the keyword to determine what's wrong. Another area for improvement in Amazon CloudWatch is that it's slow in terms of log streaming. It requires an entire twenty-four hours for scanning, rather than just one hour. This issue can be solved with Elasticsearch streaming with Kibana, but it requires a lot of development effort and integration with Kibana or Splunk, and this also means I need a separate developer and software technical stack to do the indexing and streaming to Kibana. It's a manual effort that you need to do properly, so log streaming should be improved in Amazon CloudWatch. The AWS support person should also have a better understanding of the logs in Amazon CloudWatch. What I'd like added to the solution is a more advanced search function, particularly one that can tell you more information or special information. Right now, the search function is difficult to use because it only gives you limited data. For example, I got an error message saying that the policy wasn't created. I only know the amount the customer paid for the policy, the mobile number, and the customer name, but if I use those details, the information won't show up on the logs. I need to enter more details, so that's the type of fuzzy matching Amazon CloudWatch won't provide. If this type of search functionality is provided, it will be very helpful for businesses and companies that provide professional services to customers, like ours."

"The graphical interface has room for improvement. CloudWatch only gives you a breakdown of what's wrong. However, it would be nice if it could automatically remedy the problems it identifies. You should be able to configure it so that when a specific condition arises, it will take a predefined action."

"I do not know whether or not CloudWatch can be integrated with on-prem services."

"Right now, in relation to monitoring services, there are too many services and too many metrics per service."

More Amazon CloudWatch cons

"Graylog doesn't have direct support for running the system inside of Kubernetes, so it can be challenging to fill in the gaps and set up containers in a way that is both performant and stable."

"Dashboards, stream alerts and parsing could be improved."

"There are many other applications in the market that influenced my rating reduction."

"Over six months, I had two similar issues where searches were performed on field "messages". It exhausted all the memory of the ES node causing an ES crash and a Graylog halt."

"Elasticsearch recommendations for tuning could be better. Graylog doesn't have direct support for running the system inside of Kubernetes, so it can be challenging to fill in the gaps and set up containers in a way that is both performant and stable."

"Graylog could improve the process of creating rules. We have to create them manually by doing parses and applying them."

"The documentation for Graylog Enterprise can be improved, as this has been a pain point."

"I hope to see improvements in Graylog for more interactivity, user-friendliness, and creating alerts. The initial setup is complex."

More Graylog Enterprise cons

Pricing and Cost Advice

"The pricing model is pay-as-you-go so you have to be mindful of usage to manage costs."

"The solution is expensive."

"It’s an open-source solution."

"Its pricing is reasonable. It is sometimes tricky, but it is reasonable as compared to others."

"The product's cost is relatively inexpensive."

"We have monthly licensing costs. The licenses are probably in the vicinity of about $300 - $350/month."

"Amazon CloudWatch has very cheap pricing, and it hardly costs my company $25-$30 a month for fifty systems, so it's pretty affordable."

"The tool is not expensive."

More Amazon CloudWatch pricing and cost advice

"We are using the free version of the product. However, the paid version is expensive."

"Consider Enterprise support if you have atypical needs or setup requirements."

"Having paid official support is wise for projects."

"I use the free version of Graylog."

"You get a lot out-of-the-box with the non-enterprise version, so give it a try first."

"We're using the Community edition."

"It's open source and free. They have a paid version, but we never looked into that because we never needed the features of the paid version."

"If you want something that works and do not have the money for Splunk or QRadar, take Graylog."

More Graylog Enterprise pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

15%

Manufacturing Company

Transportation Company

Computer Software Company

12%

Comms Service Provider

11%

University

Government

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	17
Midsize Enterprise	9
Large Enterprise	24

By reviewers
Company Size	Count
Small Business	10
Midsize Enterprise	5
Large Enterprise	10

Questions from the Community

What is your experience regarding pricing and costs for Amazon CloudWatch?

No specific setup costs were mentioned.

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What needs improvement with Amazon CloudWatch?

See all answers

What is your primary use case for Amazon CloudWatch?

Amazon CloudWatch is a very small service that AWS provides. It is a monitoring service for applications within the AWS cloud, and we can integrate external applications using the APIs or SDK. The ...

See all answers

What is your experience regarding pricing and costs for Graylog?

I am not sure about the pricing, setup cost, and licensing because that was dealt with by a different team that handled the licensing and procurement.

See all answers

What needs improvement with Graylog?

The documentation for Graylog Enterprise can be improved, as this has been a pain point. I think the visualization aspect of Graylog Enterprise can be made more rich, similar to what we have in Gra...

See all answers

What is your primary use case for Graylog?

I remember using Graylog Enterprise in the past at a software house where we used it for logging. During that time, we were using Graylog Enterprise as a log aggregator, collecting logs from multip...

See all answers

Comparisons

Grafana Loki vs Amazon CloudWatch

Compared 6% of the time

Amazon OpenSearch Service vs Amazon CloudWatch

Compared 5% of the time

Zabbix vs Amazon CloudWatch

Compared 4% of the time

Datadog vs Amazon CloudWatch

Compared 4% of the time

Dynatrace vs Amazon CloudWatch

Compared 4% of the time

More Amazon CloudWatch Competitors

Grafana Loki vs Graylog Enterprise

Compared 11% of the time

Wazuh vs Graylog Enterprise

Compared 7% of the time

syslog-ng vs Graylog Enterprise

Compared 6% of the time

Splunk Enterprise Security vs Graylog Enterprise

Compared 5% of the time

LogRhythm SIEM vs Graylog Enterprise

Compared 5% of the time

More Graylog Enterprise Competitors

Product Reports

Buyer's Guide

Amazon CloudWatch

May 2026

Download Amazon CloudWatch product report

Buyer's Guide

Graylog Enterprise

May 2026

Download Graylog Enterprise product report

Also Known As

No data available

Graylog2

Overview

Amazon CloudWatch integrates seamlessly with AWS, providing real-time monitoring and alerting features. Its interface supports task automation, enhancing troubleshooting and analytics capabilities, while offering strong security and scalability at a cost-effective rate.

Amazon CloudWatch is an impactful platform for monitoring AWS resources and managing application performance. It simplifies infrastructure performance monitoring by providing comprehensive analytics capabilities, including application insights and event scheduling. Users appreciate CloudWatch for its detailed metrics, dashboards, and support in issuing alerts to detect anomalies. It efficiently tracks performance, optimizes resource utilization, and ensures service availability. CloudWatch is recognized for its robust alerting features and integration with other AWS services, further supporting its resource monitoring capabilities. However, there is room for improvement in dashboard customization, log streaming speed, and integration with non-AWS services. Enhancements in API integration, machine learning features, and support for third-party tools are also desired.

What features does Amazon CloudWatch offer?

Seamless Integration: Works effortlessly with AWS for cohesive service management.
Advanced Metrics: Provides detailed monitoring of CPU, memory, and more.
Real-time Monitoring: Offers up-to-the-minute alerts on infrastructure status.
Dashboards: User-friendly and informative for quick insights.
Automation: Supports task automation for efficient troubleshooting.

What benefits does Amazon CloudWatch provide?

Cost-effectiveness: Efficient resource monitoring without high costs.
Scalability: Easily adapts to growing infrastructure needs.
Security: Strong protocols for safe monitoring activities.
Improved Performance: Enhances application insights and operational efficiency.
Operational Insights: Provides comprehensive logging and performance analysis.

Industries implementing Amazon CloudWatch often focus on optimizing IT infrastructure. Companies in sectors like finance and e-commerce rely on its monitoring and alerting capabilities to ensure service uptime and performance. The platform's automation and analytics features empower teams to proactively manage performance and detect potential issues promptly.

Amazon Web Services (AWS)

Graylog Enterprise, recognized for log collection, real-time search, and enriched data handling, offers an open-source framework that integrates seamlessly with Elasticsearch. Its user-centric interface streamlines data correlation and log aggregation, supporting both backend services and comprehensive monitoring needs.

Graylog Enterprise stands out for its stability and powerful log management capabilities, facilitating efficient log aggregation, real-time updates, and data analytics. Users benefit from its plugin-based alerting, user-friendly interface, and support for microservices, including Docker integration. The ability to search in detail, flexible API integration, and data enrichment features are highly valued. Challenges include collector application issues, desired visualization enhancements, and authentication integration improvements. Users seek advancements in UI customization, backup functions, and easier rule creation.

What are Graylog Enterprise's most important features?

Log Collection: Efficiently aggregates and handles diverse logs.
Real-Time Search: Provides immediate log data access.
Custom Alerts: Plugin-based alerting for tailored notifications.
Dashboard Enhancements: Improved visualization for data insights.
Data Enrichment: Adds value through detailed log analysis.

What benefits and ROI can users expect?

Audit Trail Support: Essential for compliance in financial sectors.
Security Event Correlation: Enables incident analysis and response.
Faster Issue Identification: Speeds up troubleshooting with detailed visualization.
API Flexibility: Seamless integration across systems and environments.
Comprehensive Monitoring: Centralized log management enhances oversight.

In industrial use, Graylog Enterprise is crucial for audit trailing in financial sectors, facilitating security event identification and error monitoring. Backend teams leverage real-time analytics for swift issue resolution, while developers appreciate the comprehensive log visualization enabled by Docker integration for microservice management.

Graylog

Sample Customers

AirAsia, Airbnb, Aircel, APUS, Avazu, Casa & Video, Futbol Club Barcelona (FCBarcelona), National Taiwan University, redBus

Blue Cross Blue Shield, eBay, Cisco, LinkedIn, SAP, King.com, Twilio, Deutsche Presse-Agentur

Buyer's Guide

Amazon CloudWatch vs. Graylog Enterprise

April 2026

Free Report: Amazon CloudWatch vs. Graylog Enterprise

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