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 #21 with an average rating of 7.7, while Graylog is ranked #8 with an average rating of 8.0. Amazon Web Services (AWS) holds a 1.4% mindshare in Log Management, compared to Graylog’s 2.5% 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 49 Amazon CloudWatch reviews

7,762 Views
4,191 Comparison Views

90% willing to recommend

Graylog Enterprise

Read 27 Graylog Enterprise reviews

8,737 Views
8,650 Comparison Views

96% willing to recommend

Amazon CloudWatch

Graylog Enterprise

Comparison Buyer's Guide

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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: June 2026).

Buyer's Guide

Amazon CloudWatch vs. Graylog Enterprise

June 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

21st

Average Rating

8.0

Reviews Sentiment

7.2

Number of Reviews

Ranking in other categories

Application Performance Monitoring (APM) and Observability (25th), Cloud Monitoring Software (15th)

Graylog Enterprise

Ranking in Log Management

8th

Average Rating

8.0

Reviews Sentiment

5.8

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of August 2026, in the Log Management category, the mindshare of Amazon CloudWatch is 1.4%, down from 2.2% compared to the previous year. The mindshare of Graylog Enterprise is 2.5%, down from 6.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Log Management Mindshare Distribution
Product	Mindshare (%)
Graylog Enterprise	2.5%
Amazon CloudWatch	1.4%
Other	96.1%

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

Merit Ronald

Senior Software Engineer at Absa Bank Uganda

Centralized log insights have reduced investigation time and improve security response

One improvement I want to see in Graylog Enterprise is artificial intelligence to help us automatically identify unusual patterns and suggest possible causes. I also want to see more ready-made dashboards and alert templates for common security use cases to help us gain value from the platform faster after deployment. Lastly, I want to see improvements in handling very large volumes of data, especially after searching, and a more user-friendly log management system, particularly in large environments. I give Graylog Enterprise a 9 out of 10 because it has a limitation of a steep learning curve for new users due to the many configuration options. It takes considerable time to become comfortable with creating searches, dashboards, and alerts. Additionally, in very large environments with large volumes of logs, it requires careful planning, and its data retention is quite limited.

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

"There is a clear return on investment, as you can reduce a lot of manual staff and physical staff monitoring by getting CloudWatch to do that work for you and save a lot based on that."

"The most valuable feature of Amazon CloudWatch is collecting the logs from Lambda."

"CloudWatch is good to use for infrastructure monitoring and workload monitoring on AWS."

"The solution effectively monitors golden signals like CPU, page requests, and queues."

"We are able to, on a real-time basis, understand the capacity utilization and the latency aspects, and, to that extent, we can now know the productivity of the tests and if the development team has increased them in any way."

"Amazon CloudWatch has a user-friendly interface."

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

"We have found the pricing to be reasonable."

More Amazon CloudWatch pros

"While I cannot provide an exact number, Graylog Enterprise has reduced our investigation time by around 80%."

"Graylog is valuable because it bridges technical knowledge to non-technical teams, presenting complex backend processes in a simple timeline."

"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 product does all the things it must do very well."

"It is used as a log manager/SIEM. It provides visibility into the infrastructure and security related events."

"Graylog is very handy."

"Everything stands out as valuable, including the fact that I can quantify and qualify the logs, create pipelines and process the logs in any way I like, and create charts or data maps."

"It has data adapters and lookup tables that utilize HTTP calls to APIs."

More Graylog Enterprise pros

Cons

"We find this product lacking and this is why we want to look for a new service that can cover our needs."

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

"Improvement of SSSD logs would be beneficial."

"The drill-down aspect on the dashboard of the solution needs improvement."

"The solution's integration could be easier for laypersons."

"This product lacks some features: real-time data stream monitoring, application performance monitoring, mobile app monitoring, and live dashboards. Its workflows also need improvement."

"Even though the product works well with most AWS, it is a nightmare to use with Snowflake."

"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."

More Amazon CloudWatch cons

"More complex visualizations and the ability to execute custom Elasticsearch queries would be great."

"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."

"I would like to see some kind of visualization included in Graylog. The report is plain, they could be improved."

"Lacks sufficient documentation."

"Graylog can improve the index rotation as it's quite a complex solution."

"The problem was with the complexity and the cost to add extensions."

"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."

"The area in Graylog that needs to be improved or enhanced would be the integrations."

More Graylog Enterprise cons

Pricing and Cost Advice

"The pricing can be considered reasonable, especially when already operating on a cloud platform."

"The pricing is average."

"What's were using is the free service of Amazon CloudWatch, so they're not charging us. As for hidden fees, we're not aware of them because we're using what our clients provided us."

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

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

"It’s an open-source solution."

"The tool is not expensive."

"The price of Amazon CloudWatch is reasonable. When the rate of data collection is done the price will increase. The price is less than other solutions."

More Amazon CloudWatch pricing and cost advice

"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."

"Having paid official support is wise for projects."

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

"I use the free version of Graylog."

"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."

"I am using a community edition. I have not looked at the enterprise offering from Graylog."

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

"Graylog is a free open-source solution. The free version has a capacity limitation of 2 GB daily, if you want to go above this you have to purchase a license."

More Graylog Enterprise pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

14%

Manufacturing Company

Transportation Company

Outsourcing 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	26

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.

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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?

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

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Compared 5% of the time

Amazon OpenSearch Service vs Amazon CloudWatch

Compared 4% of the time

Datadog vs Amazon CloudWatch

Compared 4% of the time

Grafana vs Amazon CloudWatch

Compared 3% of the time

Google Cloud's operations suite (formerly Stackdriver) vs Amazon CloudWatch

Compared 3% of the time

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Grafana Loki vs Graylog Enterprise

Compared 7% of the time

Splunk Enterprise Security vs Graylog Enterprise

Compared 6% of the time

LogRhythm SIEM vs Graylog Enterprise

Compared 6% of the time

syslog-ng by One Identity vs Graylog Enterprise

Compared 4% of the time

Wazuh vs Graylog Enterprise

Compared 4% of the time

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Product Reports

Buyer's Guide

Amazon CloudWatch

August 2026

Download Amazon CloudWatch product report

Buyer's Guide

Graylog Enterprise

July 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

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