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: March 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

6.7

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of April 2025, in the Log Management category, the mindshare of Elastic Stack is 5.1%, up from 0.9% compared to the previous year. The mindshare of Graylog is 6.6%, up from 5.7% 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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Andrey Mostovykh

Senior Data Architect at a non-tech company with 201-500 employees

Real-time analysis, easy setup, and open source

We stopped using it for analytics because of its price, and at the moment, we are using it mostly for log centralization. If you use it with high traffic for analytical purposes, as well as for the logs, the infrastructure costs are unbelievable. Graylog is a great product backed by Elasticsearch as the storage and query engine. It is just an interface on top of Elasticsearch and some Elasticsearch management. The indexes that are kept in Elasticsearch are managed by Graylog software. Elasticsearch is a decent product, but it's very infrastructure-heavy. It requires lots of resources, and if you make a mistake with provisioning, you are likely to not get a cluster back. We had a couple of outages like that, and we hated that. So, we ended up over-provisioning resources just to avoid such situations from happening. If you have a whole team trying to fix the Graylog instance for two days, that's a bit too much. That may be my Norwegian take on it, but the engineering resources are expensive. It's better to just provision the infrastructure. Overall, the product is great, and the features are just fine, but the infrastructure cost is what is killing it. The infrastructure cost is the main issue. I like the rest. If the infrastructure costs could be lower, it would be fantastic. I'm not sure if they can improve the infrastructure cost with the way Elasticsearch is. If they keep using Elasticsearch, maybe there are some opportunities there, or they can support other backends with cheaper storage. They could have a different backend to replace Elasticsearch or do some tweaks to Elasticsearch to reduce the costs. There could be partial parsing of logs or parsing on demand so that when you write data through Graylog to Elasticsearch, it doesn't need to crunch in every detail requiring that much CPU.

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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

"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."

"The scripting model in Elastic Stack allows me to query logs and then put the data into Grafana."

"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 solution's technical support is good...Elastic Stack offers good value for value for money based on the product's features and what they offer."

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

"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."

"The machine learning capabilities are valuable."

"I have experienced a return on investment from the use of the solution."

More Elastic Stack pros

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

"The product is scalable. The solution is stable."

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

"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."

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

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

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

"We have scaled from a single machine installation (a VM with a Graylog + ES + MongoDB) to (2 Graylog + 2 ES + 3 MongoDB). This was done smoothly with a minimal impact on logging."

More Graylog pros

Cons

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

"AI-enablement would be a big improvement in Elastic Stack...If there is room for an ML model in Elastic Stack, then it would be good."

"The implementation of dashboards in the solution needs to be made easier...I had some issues with the ports and configuration since it was kind of complex to implement with Docker."

"There could be better documentation."

"Elastic Stack should be more simplified with ready-to-use widgets."

"The solution is expensive, particularly the training and certification. If customers want to increase their use of Elastic Stack, they should consider reducing the cost of certification and training."

"Improving integration capabilities, especially with authentication systems, firewalls, and security controls, is a crucial area for improvement in Elastic Stack. Additionally, enhancing functionality to handle large Yara queries more efficiently would be beneficial, as many EDR solutions can run such queries faster than Elastic Stack's current limitations."

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

More Elastic Stack cons

"I would like to see a default dashboard widget that shows the topology of the clusters defined for the graylog install."

"Graylog could improve the process of creating rules. We have to create them manually by doing parses and applying them. Other SIEM solutions have basic rules and you can create and get more events of interest."

"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."

"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."

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

"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 a date and time in the Graylog Grok patterns so that I can save time when searching for a log. I like how the streams and the search query work, but adding a date and time will allow me to pull out a log in a milli-second."

More Graylog cons

Pricing and Cost Advice

"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."

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

"The product is expensive."

"The pricing is reasonable."

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

"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."

"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."

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

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

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

"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."

"Having paid official support is wise for projects."

More Graylog pricing and cost advice

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Top Industries

By visitors reading reviews

Computer Software Company

14%

Financial Services Firm

11%

Comms Service Provider

Manufacturing Company

Computer Software Company

18%

Comms Service Provider

10%

Government

University

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 24% of the time

syslog-ng vs Graylog

Compared 11% of the time

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Compared 5% of the time

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Compared 3% of the time

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Product Reports

Elastic Stack

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Also Known As

No data available

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