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 1.5% mindshare in Log Management, compared to Graylog’s 2.8% 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

7,119 Views
3,915 Comparison Views

90% willing to recommend

Graylog Enterprise

Read 26 Graylog Enterprise reviews

8,652 Views
8,565 Comparison Views

96% willing to recommend

Amazon CloudWatch

Graylog Enterprise

Comparison Buyer's Guide

Download the report

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: June 2026).

Buyer's Guide

Amazon CloudWatch vs. Graylog Enterprise

June 2026

Download the complete report

Helped 900,644 peers since 2012

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 (20th), Cloud Monitoring Software (14th)

Graylog Enterprise

Ranking in Log Management

8th

Average Rating

8.0

Reviews Sentiment

5.6

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of June 2026, in the Log Management category, the mindshare of Amazon CloudWatch is 1.5%, down from 2.1% compared to the previous year. The mindshare of Graylog Enterprise is 2.8%, down from 6.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Log Management Mindshare Distribution
Product	Mindshare (%)
Graylog Enterprise	2.8%
Amazon CloudWatch	1.5%
Other	95.7%

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

"We can set CPU thresholds using the solution."

"It's a very simple logging system."

"It offers direct integrations with various storage providers, making it convenient to push logs from CloudWatch to these external platforms."

"Amazon CloudWatch's best feature stems from its ability to monitor app performance."

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

"The detection is the most valuable feature."

"The scalability of Amazon CloudWatch rates as high scalability, scoring a perfect ten."

"CloudWatch provides essential monitoring capabilities that integrate seamlessly with other AWS services."

More Amazon CloudWatch pros

"The best feature of Graylog is the Elasticsearch integration. We can integrate and we can run filters, such as an event of interest, and those logs we can send to any SIEM tool or as an analytic. Additionally, there are clear and well-documented implementation instructions on their website to follow if needed."

"Allowing us to set up alerts and integrate with platforms we already use, such as Slack and OpsGenie to alert users of these errors proactively, is also a very useful feature."

"The build is stable and requires little maintenance, even compared to some extremely expensive products."

"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."

"What I like about Graylog is that it's real-time and you have access to the raw data. So, you ingest it, and you have access to every message and every data item you ingest. You can then build analytics on top of that. You can look at the raw data, and you can do some volumetric estimations, such as how big traffic you have, how many messages of data of a type you have, etc."

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

"Open source and user friendly."

More Graylog Enterprise pros

Cons

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

"What would make Amazon CloudWatch better is if it includes more on-site checks, particularly status checks on the CPU, network input/output, etc. It would also be helpful if there's built-in swap space, disk, and memory monitoring in Amazon CloudWatch because, at the moment, my team has to configure it manually through a shell script."

"The drill-down aspect on the dashboard of the solution needs improvement. We get a very good high-level overview, but when we drill down, it becomes a little less clear. We have given this feedback to AWS as well and hope they will improve this in the future."

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

"Better reporting is always something needed. That could be an answer to just about anything. But you always want better reporting, better dashboards, things that are just more dynamic and more accessible."

"We'd like the interface to be as easy as Datadog."

"There could be further enhancements through CloudWatch's partnerships."

"There is some delay in logging that they need to improve on."

More Amazon CloudWatch cons

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

"For Python developers, it would be great if Graylog could provide a better Python package in order to make it easier to use for the Python community."

"I wouldn't recommend the enterprise version, but as an open source solution, it is solid and works really well."

"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."

"The support from the Graylog community is helpful, but they can do better."

"We ran into problems with Elasticsearch throwing a circuit-breaking exception due to field data size being too large. It turned out that the heap size directly impacted this size in a high-throughput environment, causing unexplained instability in Graylog. We were able to troubleshoot on the Elasticsearch size, but we should have been able to reference some minimum requirements for Graylog to know that our settings weren't sufficient."

"Since container orchestration systems are popular and Graylog fits the niche well, perhaps they could officially support running in docker containers on Kubernetes as a StatefulSet as a use case. That way, the declarative nature of Kubernetes config files would document their best case deployment scenario-"

"When it comes to configuring the processing pipeline, writing the rules can be very tedious, especially since the documentation isn't extensive on how the functions provided for these rules work."

More Graylog Enterprise cons

Pricing and Cost Advice

"The price of Amazon CloudWatch is reasonable for detailed basic monitoring."

"The price is okay for me."

"It’s an open-source solution."

"Amazon CloudWatch is a cheap solution."

"The solution is expensive."

"The product's cost is relatively inexpensive."

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

"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."

"I use the free version of Graylog."

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

"We're using the Community edition."

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

"There is an open source version and an enterprise version. I wouldn't recommend the enterprise version, but as an open source solution, it is solid and works really well."

"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."

"Having paid official support is wise for projects."

More Graylog Enterprise pricing and cost advice

See which vendors are best for you

Use our free recommendation engine to learn which Log Management solutions are best for your needs.

See recommendations

900,644 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

15%

Manufacturing Company

Transportation Company

Computer Software Company

12%

Comms Service Provider

11%

University

Financial Services Firm

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	17
Midsize Enterprise	8
Large Enterprise	25

By reviewers
Company Size	Count
Small Business	10
Midsize Enterprise	5
Large Enterprise	11

Questions from the Community

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

No specific setup costs were mentioned.

See all answers

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?

Graylog Enterprise performs well overall; however, the UI could be improved because the SOC team creates multiple dashboards based on their use cases, and creating dashboards is complex. If there w...

See all answers

What is your primary use case for Graylog?

Graylog Enterprise is used primarily for log management and to perform security analytics. It helps the organization collect logs from different sources and centralize them in one place. We can sea...

See all answers

Comparisons

Grafana Loki vs Amazon CloudWatch

Compared 5% 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

Grafana vs Amazon CloudWatch

Compared 4% of the time

More Amazon CloudWatch Competitors

Grafana Loki vs Graylog Enterprise

Compared 9% of the time

Wazuh vs Graylog Enterprise

Compared 6% of the time

Splunk Enterprise Security vs Graylog Enterprise

Compared 5% of the time

syslog-ng 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

June 2026

Download Amazon CloudWatch product report

Buyer's Guide

Graylog Enterprise

June 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

June 2026

Free Report: Amazon CloudWatch vs. Graylog Enterprise

Find out what your peers are saying about Amazon CloudWatch vs. Graylog Enterprise and other solutions. Updated: June 2026.

DOWNLOAD NOW

900,644 professionals have used our research since 2012.

See our Amazon CloudWatch vs. Graylog Enterprise report.

See our list of best Log Management vendors.

We monitor all Log Management reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.