Elastic Stack vs Graylog comparison

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Elastic Stack

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Executive SummaryUpdated on Oct 9, 2024

Graylog and Elastic Stack compete in the data analysis and IT infrastructure management sector. Elastic Stack appears to have the upper hand due to its scalability and adaptability, making it a more comprehensive solution for extensive data analysis needs.

Features:Graylog provides real-time alerting, straightforward configuration, and intuitive navigation, which cater to smaller-scale deployments effectively. Elastic Stack offers comprehensive search capabilities, extensive visualization options, and scalability that enable detailed insights into larger data sets.

Room for Improvement:Graylog users suggest enhancing its data visualization tools, integrations with third-party applications, and expanding its feature set to accommodate larger deployments. Elastic Stack could improve by streamlining its complex setup process, reducing the steep learning curve, and offering better documentation to simplify user onboarding.

Ease of Deployment and Customer Service:Graylog is highly regarded for quick setup times and effective support services. Elastic Stack, although challenging to deploy due to complexity, benefits from an active community and extensive resources, partially offsetting limited direct customer service.

Pricing and ROI:Graylog offers a cost-effective solution with lower setup costs, providing satisfactory ROI for its core functionalities. Elastic Stack, priced at a premium, delivers higher returns for enterprises when fully utilizing its advanced analytics and visualization features.

To learn more, read our detailed Elastic Stack vs. Graylog Report (Updated: April 2025).

Elastic Stack vs. Graylog

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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

Elastic Stack

Ranking in Log Management

12th

Average Rating

7.8

Reviews Sentiment

6.5

Number of Reviews

Ranking in other categories

No ranking in other categories

Graylog

Ranking in Log Management

16th

Average Rating

8.0

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of May 2025, in the Log Management category, the mindshare of Elastic Stack is 5.2%, up from 1.1% compared to the previous year. The mindshare of Graylog is 6.7%, up from 5.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Log Management

Featured Reviews

Balamurali P

Solution Architect at a tech consulting company with 501-1,000 employees

Advanced query capabilities enhance monitoring effectiveness

Elastic Stack should be more simplified with ready-to-use widgets. Also, incorporating AI capabilities is essential as monitoring and observability tools are now adding AI features. Ideally, it should evolve into a full-stack observability tool, similar to AppDynamics or DynaTrace, which offers a solution that includes ISP provider, API monitoring, and infrastructure monitoring.

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Ivan Kokalovic

DevOps Engineer at Proton Technologies

Facilitates backend service monitoring with efficient log retrieval and API flexibility

Graylog is valuable because it bridges technical knowledge to non-technical teams, presenting complex backend processes in a simple timeline. It boosts the knowledge of sales and customer support teams by allowing them to see the backend operations without needing to read the code. Its API is flexible for visualization, and its powerful search engine efficiently handles large volumes of log data. Moreover, its stability, fast search capabilities, and compatibility with languages like ANSI SQL enhance its utility in IT infrastructure.

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Quotes from Members

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

Pros

"It is a very scalable solution...I didn't face any problem with this scalability part of the solution since we only have a few pieces of equipment in our company."

"Elastic Stack has made a positive impact as we can now see our logs."

"We can group a lot of alarms into one automation alarm supervision. The alarm supervision allows us to put the alarm under the same. It's quite helpful for us. We used that to suppress our alarms. Elastic already provides the agent. It is easy to integrate Elastic Stack with other devices and vendors."

"I think the ecosystem is well supported, and for logs, it was faster compared to our previous previous log management."

"The only beneficial aspect of Elastic Stack is that it's open source."

"The detection rules in Elastic Stack are the most valuable feature. The search capabilities are excellent and fast. As we collect logs from workstations and devices, the detection rules run on top of the logs and detect any suspicious activity, raising alerts accordingly. Integration with Elastic Stack depends on the specific integration. Elastic provides some bridging integrations that make it easy, but require custom integration. Most integrations are simple, but customization can be challenging because we need to do some parsing. There's something called Elastic Common Schema, and we need to parse the source logs to match this schema, which can be a bit challenging."

"The tool's most powerful aspect is its search engine capability. It's a highly effective and powerful solution for searching. We use it in professional and student projects at universities, and it delivers promising results."

"The tool is huge, and it performs brilliantly. I tested it for malware, and within two weeks of launching, the product alerted me about a network intrusion. This was a tough test for it, but it performed admirably. The alerting system is excellent, and searching through logs is incredibly efficient. What's impressive is that all three products or options are integrated into one solution. This means I don't need separate logging, monitoring, or antivirus solutions."

More Elastic Stack pros

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

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

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

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

"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."

"Message forwarding through the in-built module."

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

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

More Graylog pros

Cons

"The main issue related to Elastic Stack is in the area of its licensing."

"Elastic Stack's search capabilities can be challenging, especially when searching for precise data from past years, such as two or ten years ago. Its indexing performance for exact data retrieval may decrease as the data volume grows. Therefore, I believe there is room for improvement in the product's search functionality. It needs to improve its pricing as well."

"The stability of the solution is rated as three or four out of ten as we frequently encounter issues."

"Improvements are needed in the solution in areas like SOAR and TIP, where there are certain shortcomings."

"There could be better documentation."

"It should facilitate easier manual integration."

"Agent deployment is a little tough in the on-premise version."

"It lacks a clear NDR (Network Detection and Response) feature. If Elastic could enhance this aspect, it would significantly boost its capabilities."

More Elastic Stack cons

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

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

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

"With technical support, you are on your own without an enterprise license."

"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."

"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."

"I would like to see some kind of visualization included in Graylog."

More Graylog cons

Pricing and Cost Advice

"It depends on the specifics, but generally, Elastic is economical for certain use cases."

"We are using the open-source community version of the product."

"The product is expensive."

"I used the open-source version of Elastic Stack, because of which I did not have to pay anything."

"The pricing is reasonable."

"I rate the solution's pricing a six out of ten."

"Ultimately, the pricing depends upon the capacity planning that the enterprise architect does."

"If I compare Elastic Stack to the other products in the market, I would say that the tool is available at a competitive price."

"We're using the Community edition."

"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."

"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."

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

"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."

"I use the free version of Graylog."

More Graylog pricing and cost advice

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Top Industries

By visitors reading reviews

Computer Software Company

14%

Financial Services Firm

10%

Comms Service Provider

Manufacturing Company

Computer Software Company

18%

Comms Service Provider

10%

Educational Organization

Government

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

Questions from the Community

What do you like most about Elastic Stack?

The tool is huge, and it performs brilliantly. I tested it for malware, and within two weeks of launching, the product alerted me about a network intrusion. This was a tough test for it, but it per...

What is your experience regarding pricing and costs for Elastic Stack?

I may not be able to answer as this is customer-paid Elastic Stack, and I didn't handle the payment.

What needs improvement with Elastic Stack?

What do you like most about Graylog?

The product is scalable. The solution is stable.

What is your experience regarding pricing and costs for Graylog?

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

What needs improvement with Graylog?

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. P...

Security Onion vs Elastic Stack

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Compared 3% of the time

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Product Reports

Elastic Stack

Download Elastic Stack product report

Download Graylog product report

Also Known As

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Graylog2

Overview

Elastic Stack is a comprehensive tool for log management, observability, indexing, and security, widely adopted for managing logs, alert creation, SIEM, SOC, and threat analysis. It integrates with CloudStrike and Endpoint Security, enhancing search capabilities and Application Performance Monitoring.

Elastic Stack offers powerful solutions for logging, data storage, and visualization with Kibana. It allows MSSPs to efficiently manage security and assists companies with data analysis. It's known for its easy implementation, scalability, real-time monitoring, and extensive integrations. The open-source nature and community support add significant value, making it a popular choice across industries. While highly capable, there is a need for enhancement in dashboard implementation, data integration, and certain advanced features. Licensing, compatibility, and cost-related improvements can further elevate its efficacy.

What are the key features of Elastic Stack?

Powerful Search Capabilities: Offers robust, efficient searching across vast datasets
Scalability: Easily handles large volumes of data
Anomaly Detection: Identifies irregular patterns in data
Machine Learning: Enhances data analysis with intelligent insights
Real-Time Monitoring: Provides up-to-date monitoring of applications and systems
Extensive Integration: Supports diverse tools and solutions

What benefits should users consider?

Ease of Implementation: Quick setup and integration into existing systems
Robust Security: Comprehensive monitoring and analysis capabilities
Community Support: Ongoing improvements and guidance from a dedicated community
Hybrid Deployment: Flexibility in using both cloud and on-premise solutions

In healthcare, Elastic Stack enhances database search capabilities, aiding in patient record management and data retrieval. Managed Security Service Providers use it for comprehensive security management, integrating it with tools like firewalls and authentication systems. Companies benefit from its application in Application Performance Monitoring and its flexibility in adapting to hybrid environments.

Elastic

Graylog is purpose-built to deliver the best log collection, storage, enrichment, and analysis. Graylog is:

Considerably faster analysis speeds.
More robust and easier-to-use analysis platform.
Simpler administration and infrastructure management.
Lower cost than alternatives.
Full-scale customer service.
No expensive training or tool experts required.

Sample Customers

Information Not Available

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

Elastic Stack vs. Graylog