Amazon CloudWatch vs Graylog Enterprise comparison

Why PeerSpot?

Amazon Web Services (AWS) and Graylog are both solutions in the Log Management category. Amazon Web Services (AWS) is ranked #19 with an average rating of 7.7, while Graylog is ranked #7 with an average rating of 8.1. Amazon Web Services (AWS) holds a 1.4% mindshare in Log Management, compared to Graylog’s 2.3% 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

8,313 Views
4,323 Comparison Views

90% willing to recommend

Graylog Enterprise

Read 25 Graylog Enterprise reviews

8,810 Views
8,722 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: September 2026).

Buyer's Guide

Amazon CloudWatch vs. Graylog Enterprise

September 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

19th

Average Rating

8.0

Reviews Sentiment

7.2

Number of Reviews

Ranking in other categories

Application Performance Monitoring (APM) and Observability (22nd), Cloud Monitoring Software (15th)

Graylog Enterprise

Ranking in Log Management

7th

Average Rating

8.0

Reviews Sentiment

5.8

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of September 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 2.3%, down from 6.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Log Management Mindshare Distribution
Product	Mindshare (%)
Graylog Enterprise	2.3%
Amazon CloudWatch	1.4%
Other	96.3%

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 most valuable feature of Amazon CloudWatch is the monitoring and UI."

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

"Every time we get an alarm or have an incident, CloudWatch is always there. We use it not only for resources we've spun up in the cloud, but also for some of our on-premises resources."

"The tool enables live monitoring."

"I have found the memory metrics and the CPU metrics valuable."

"It's a very simple logging system."

"In Amazon CloudWatch, I found their data analytics services most valuable."

"The solution gives us very good real-time data."

More Amazon CloudWatch pros

"The ability to write custom alerts is key to information security and compliance."

"Storing logs in Elasticsearch means log retrieval is extremely fast, and full text search is available by default."

"Open source and user friendly."

"Real-time UDP/GELF logging and full text-based searching."

"Graylog's search functionality, alerting functionality, user management, and dashboards are useful."

"Message forwarding through the in-built module."

"The centralized logs where one can find bugs quicker and find the line of code that is a problem has made us more efficient."

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

More Graylog Enterprise pros

Cons

"The solution's auto-scaling could be improved."

"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."

"For improvements, I think Amazon CloudWatch could enhance certain areas, particularly regarding pricing structure."

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

"CloudWatch's scalability could be improved."

"Some of our customers want to use Kubernetes to monitor their CICD flow but Amazon CloudWatch does not support it. We need to use another solution, such as Datadog or Dynatrace has the needed capability."

"I think something that can be improved are the alerts and alerting mechanism based on no rejects. We want to have it more flexible and that is one of the key things that is required."

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

More Amazon CloudWatch cons

"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."

"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."

"Lacks sufficient documentation."

"More customization is always useful."

"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."

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

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

"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 pricing is average."

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

"The solution is expensive."

"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 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."

"The price is okay for me."

"The product's cost is relatively inexpensive."

"It’s an open-source solution."

More Amazon CloudWatch pricing and cost advice

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

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

"We're using the Community edition."

"I use the free version of Graylog."

"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."

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

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

More Graylog Enterprise pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

14%

Manufacturing Company

Outsourcing Company

Comms Service Provider

11%

Computer Software Company

11%

Financial Services Firm

University

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	4
Large Enterprise	11

Questions from the Community

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

The experience with pricing, setup cost, and licensing for Amazon CloudWatch has been positive. It was very easy to set up because it is built into AWS and does not require separate licensing, bein...

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What needs improvement with Amazon CloudWatch?

For improvements, I think Amazon CloudWatch could enhance certain areas, particularly regarding pricing structure. I wish to see simpler pricing, more intuitive dashboards, easier log queries for b...

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What is your primary use case for Amazon CloudWatch?

My main use case for Amazon CloudWatch is the monitoring and analytics of the application servers. I basically use Amazon CloudWatch to monitor the microservices and AWS infrastructure, helping me ...

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What is your experience regarding pricing and costs for Graylog?

I find the pricing, setup cost, and licensing of Graylog Enterprise to be somewhat expensive. However, it is cost-effective compared to other larger platforms. The pricing depends on factors such a...

See all answers

What needs improvement with Graylog?

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 das...

See all answers

What is your primary use case for Graylog?

Graylog Enterprise serves as my main centralized log management solution. In our environment, we have many systems that generate logs, including servers, applications, network devices, and security...

See all answers

Comparisons

Zabbix vs Amazon CloudWatch

Compared 5% of the time

Datadog vs Amazon CloudWatch

Compared 4% of the time

Amazon OpenSearch Service vs Amazon CloudWatch

Compared 4% of the time

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

Compared 3% of the time

Grafana vs Amazon CloudWatch

Compared 3% of the time

More Amazon CloudWatch Competitors

Splunk Enterprise Security vs Graylog Enterprise

Compared 7% of the time

LogRhythm SIEM vs Graylog Enterprise

Compared 6% of the time

Grafana Loki vs Graylog Enterprise

Compared 6% of the time

syslog-ng by One Identity vs Graylog Enterprise

Compared 4% of the time

Elastic Security vs Graylog Enterprise

Compared 4% of the time

More Graylog Enterprise Competitors

Product Reports

Buyer's Guide

Amazon CloudWatch

September 2026

Download Amazon CloudWatch product report

Buyer's Guide

Graylog Enterprise

September 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

September 2026

Free Report: Amazon CloudWatch vs. Graylog Enterprise

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