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 #14 with an average rating of 8.1, while Graylog is ranked #15 with an average rating of 7.0. Amazon Web Services (AWS) holds a 2.1% mindshare in Log Management, compared to Graylog’s 5.4% mindshare. Additionally, 90% of Amazon Web Services (AWS) users are willing to recommend the solution, compared to 95% of Graylog users who would recommend it.

Amazon CloudWatch

Read 48 Amazon CloudWatch reviews

4,426 Views
2,611 Comparison Views

90% willing to recommend

Graylog Enterprise

Read 21 Graylog Enterprise reviews

7,882 Views
7,882 Comparison Views

95% willing to recommend

Amazon CloudWatch

Graylog Enterprise

Comparison Buyer's Guide

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Executive SummaryUpdated on Sep 8, 2025

Amazon CloudWatch and Graylog Enterprise compete in the log management and monitoring category. Amazon CloudWatch seems to have the upper hand by seamlessly integrating into AWS environments and being cost-effective for AWS users.

Features: Amazon CloudWatch offers seamless integration within the Amazon ecosystem, real-time data monitoring, and easy setup for AWS environments. It provides detailed metrics, system-wide visibility, and stable performance. Graylog Enterprise provides robust log aggregation, real-time UDP/GELF logging, and full-text searching through Elasticsearch integration. It also offers powerful analytics due to its open-source nature.

Room for Improvement: Amazon CloudWatch could enhance its drill-down capabilities, real-time data visualization, and improve non-AWS infrastructure integration. Graylog Enterprise needs easier configuration, more intuitive UI options, and improved alerting flexibility. Users also desire better support for Kubernetes and index rotation management.

Ease of Deployment and Customer Service: Amazon CloudWatch is praised for its straightforward public cloud deployment and robust AWS integration, with a tiered support system noted for variability in quality. Graylog Enterprise is mainly utilized in on-premises and hybrid setups, with varied technical support effective through strong community backing due to its open-source model.

Pricing and ROI: Amazon CloudWatch offers a pay-as-you-go model, providing cost efficiency for AWS users and significant ROI by reducing manual monitoring efforts. Graylog Enterprise, being open-source, offers functionalities without licensing costs. However, it may incur higher infrastructure costs with increased data volumes, less suitable for high-traffic scenarios.

To learn more, read our detailed Amazon CloudWatch vs. Graylog Enterprise Report (Updated: November 2025).

Buyer's Guide

Amazon CloudWatch vs. Graylog Enterprise

November 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 CloudWatch

Ranking in Log Management

14th

Average Rating

8.0

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Application Performance Monitoring (APM) and Observability (13th), Cloud Monitoring Software (11th)

Graylog Enterprise

Ranking in Log Management

15th

Average Rating

8.0

Reviews Sentiment

7.2

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of December 2025, in the Log Management category, the mindshare of Amazon CloudWatch is 2.1%, up from 1.5% compared to the previous year. The mindshare of Graylog Enterprise is 5.4%, down from 6.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Log Management Market Share Distribution
Product	Market Share (%)
Amazon CloudWatch	2.1%
Graylog Enterprise	5.4%
Other	92.5%

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

reviewer2704128

Head of Cyber Security & CTO at a tech services company with 51-200 employees

Robust event correlation enhances operations, yet integration scope can broaden for seamless data handling

The features and capabilities of Graylog that we have found most valuable are related to its basis on open search, which was ElasticSearch. We appreciate being able to integrate custom feeds and do custom parsers, and to be able to do some of the correlation on it. That all works effectively. The Graylog features that have proven to be most beneficial for our data analysis in particular are that we tend to use it as a big data store, so we have the correlation rules that, if something matches under certain conditions, it raises an alarm. We use it for investigating problems and problem management. We throw all the information at it, we have it alerting for certain conditions, but generally we use it for deep diving into issues as needed.

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 tool enables live monitoring."

"The most valuable features of Amazon CloudWatch are metrics, dashboards, alarms, logs, events, logs insight, and application insights."

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

"The detection is the most valuable feature."

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

"It's useful to analyze past data and compare it with recent activities."

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

"You can automate actions or use AWS functionalities like auto-scaling, where you can configure the metrics to add more nodes if the threshold is exceeded."

More Amazon CloudWatch pros

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

"Graylog is very handy."

"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."

"We're using the Community edition, but I know that it has really good dashboarding and alerts."

"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."

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

"We run a containerized microservices environment. Being able to set up streams and search for errors and anomalies across hundreds of containers is why a log aggregation platform like Graylog is valuable to us."

"I am very proud of how very stable the solution is."

More Graylog Enterprise pros

Cons

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

"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 needs improvement. The main thing is we have noticed missing logs."

"The product's configuration has some challenges. The solution needs to be more user-friendly."

"It's not very intuitive. It doesn't have drag-and-drop functionality to trigger actions from notifications."

"The solution's pricing is a bit higher."

"When customers want to see the CPU or memory utilization there is a cost. This should be free to see the utilization."

More Amazon CloudWatch cons

"There should be some user groups and an auto sign-in feature."

"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 biggest problem is the collector application, as we wanted to avoid using Graylog Collector Sidecar due to its architecture."

"Its scalability gets complicated when we have to update or edit multiple nodes."

"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."

"The infrastructure cost is the main issue. I like the rest. If the infrastructure costs could be lower, it would be fantastic."

"Graylog needs to improve their authentication. Also, the fact that Graylog displays logs from the top down is just ridiculous."

"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

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

"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."

"It is a free-of-charge service."

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

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

"The solution is expensive."

"It’s an open-source solution."

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

More Amazon CloudWatch pricing and cost advice

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

"Having paid official support is wise for projects."

"It's an open-source solution that can be used free of charge."

"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."

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

"We're using the Community edition."

"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

15%

Computer Software Company

11%

Manufacturing Company

Transportation Company

Computer Software Company

16%

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	8
Midsize Enterprise	5
Large Enterprise	8

Questions from the Community

What do you like most about Amazon CloudWatch?

The monitoring features are valuable.

See all answers

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 do you like most about Graylog?

The product is scalable. The solution is stable.

See all answers

What is your experience regarding pricing and costs for Graylog?

I am not familiar with the pricing details of Graylog, as I was not responsible for that aspect. It was determined that we didn't need an enterprise plan, which is more suited for clients with less...

See all answers

What needs improvement with Graylog?

An improvement I would suggest is in Graylog's user interface, such as allowing for font size adjustments. A potential enhancement could be the integration with Ollama to run large language models ...

See all answers

Comparisons

Grafana Loki vs Amazon CloudWatch

Compared 19% of the time

Amazon OpenSearch Service vs Amazon CloudWatch

Compared 10% of the time

Zabbix vs Amazon CloudWatch

Compared 7% of the time

Dynatrace vs Amazon CloudWatch

Compared 5% of the time

LogRhythm SIEM vs Amazon CloudWatch

Compared 2% of the time

More Amazon CloudWatch Competitors

Grafana Loki vs Graylog Enterprise

Compared 26% of the time

Wazuh vs Graylog Enterprise

Compared 23% of the time

syslog-ng vs Graylog Enterprise

Compared 10% of the time

Security Onion vs Graylog Enterprise

Compared 6% of the time

Fortinet FortiAnalyzer vs Graylog Enterprise

Compared 3% of the time

More Graylog Enterprise Competitors

Product Reports

Buyer's Guide

Amazon CloudWatch

December 2025

Download Amazon CloudWatch product report

Buyer's Guide

Graylog Enterprise

December 2025

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

November 2025

Free Report: Amazon CloudWatch vs. Graylog Enterprise

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