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Graylog Enterprise pros and cons

Vendor: Graylog
4.0 out of 5

Pros & Cons summary

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Prominent pros & cons

PROS

Graylog Enterprise enables seamless message forwarding through its in-built module and supports writing custom alerts crucial for information security and compliance.
Its log management capabilities provide visibility into infrastructure and security events, making it essential for real-time tracking and analysis of errors and anomalies across containerized environments.
Integration with platforms like Slack and OpsGenie for proactive alerting, as well as the ability to scale installations with minimal impact on logging, enhances its flexibility and usability.
The use of Elasticsearch ensures fast log retrieval with full-text search by default, which makes detailed analysis and data processing efficient and effective for both technical and non-technical teams.
Graylog Enterprise's user-friendly open-source nature, together with valuable features like data adapters, lookup tables, and detailed exploration of log messages, makes it a versatile tool for data analysis and big data storage.

CONS

Complex configurations and lack of extensive documentation make initial setup and rule-writing tedious, especially for the processing pipeline.
Graylog Enterprise lacks direct Kubernetes support, which challenges filling gaps in stable container setups and contributes to Elasticsearch issues.
Security features, including authentication, could be improved, alongside infrastructure costs being a primary concern.
Support for sidecar collector apps and visualizations needs enhancement, along with integration updates.
Tuning recommendations for Elasticsearch need improvement, especially to avoid high memory usage issues in high-throughput environments.
 

Graylog Enterprise Pros review quotes

Andrey Mostovykh - PeerSpot reviewer
Sep 27, 2022
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.
Peter Malaty - PeerSpot reviewer
Sep 30, 2022
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.
reviewer2704128 - PeerSpot reviewer
May 22, 2025
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.
Learn what your peers think about Graylog Enterprise. Get advice and tips from experienced pros sharing their opinions. Updated: August 2025.
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it_user776922 - PeerSpot reviewer
Nov 22, 2017
The ability to write custom alerts is key to information security and compliance.
Jonas Leeb - PeerSpot reviewer
Sep 22, 2022
One of the most valuable features is that you are able to do a very detailed search through the log messages in the overview.
Ivan Kokalovic - PeerSpot reviewer
Apr 23, 2025
Graylog is valuable because it bridges technical knowledge to non-technical teams, presenting complex backend processes in a simple timeline.
AK
Jan 27, 2025
It has data adapters and lookup tables that utilize HTTP calls to APIs.
it_user995112 - PeerSpot reviewer
Aug 26, 2019
I am very proud of how very stable the solution is.
CN
Dec 7, 2020
Graylog's search functionality, alerting functionality, user management, and dashboards are useful.
it_user774168 - PeerSpot reviewer
Nov 16, 2017
Message forwarding through the in-built module.
 

Graylog Enterprise Cons review quotes

Andrey Mostovykh - PeerSpot reviewer
Sep 27, 2022
The infrastructure cost is the main issue. I like the rest. If the infrastructure costs could be lower, it would be fantastic.
Peter Malaty - PeerSpot reviewer
Sep 30, 2022
Graylog needs to improve their authentication. Also, the fact that Graylog displays logs from the top down is just ridiculous.
reviewer2704128 - PeerSpot reviewer
May 22, 2025
The area in Graylog that needs to be improved or enhanced would be the integrations.
Learn what your peers think about Graylog Enterprise. Get advice and tips from experienced pros sharing their opinions. Updated: August 2025.
866,857 professionals have used our research since 2012.
it_user776922 - PeerSpot reviewer
Nov 22, 2017
I would like to see a default dashboard widget that shows the topology of the clusters defined for the graylog install.
Jonas Leeb - PeerSpot reviewer
Sep 22, 2022
It would be great if Graylog could provide a better Python package in order to make it easier to use for the Python community.
AK
Jan 27, 2025
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.
it_user995112 - PeerSpot reviewer
Aug 26, 2019
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.
CN
Dec 7, 2020
Graylog can improve the index rotation as it's quite a complex solution.
it_user774168 - PeerSpot reviewer
Nov 16, 2017
The biggest problem is the collector application, as we wanted to avoid using Graylog Collector Sidecar due to its architecture.
it_user1279056 - PeerSpot reviewer
Sep 21, 2022
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.