# Graylog Reviews **Vendor:** Graylog **Category:** [Log Analysis Software](https://www.g2.com/categories/log-analysis) **Average Rating:** 4.4/5.0 **Total Reviews:** 120 ## About Graylog Graylog is a log management and security information and event management (SIEM) solution designed to assist security and IT teams in detecting, investigating, and responding to potential threats with increased efficiency. By leveraging advanced technologies such as scalable log management, real-time data correlation, and explainable artificial intelligence (AI), Graylog transforms complex data sets into actionable insights, enabling organizations to make informed decisions swiftly. The platform caters to a diverse range of users, from small businesses to large enterprises, all of whom require enhanced visibility and control over their IT environments. Graylog is particularly beneficial for security analysts and IT professionals who need to sift through vast amounts of log data to identify anomalies, track incidents, and ensure compliance with various regulatory standards. Its user-friendly interface and powerful analytical tools streamline the process of threat detection and response, making it an essential asset for organizations aiming to bolster their cybersecurity posture. Key features of Graylog include automated workflows that simplify repetitive tasks, anomaly detection capabilities that flag unusual patterns in data, and guided investigations that assist users in navigating complex security incidents. The platform also offers AI-driven summaries that distill critical information, allowing analysts to focus on high-priority issues without getting bogged down by excessive data. These features collectively enhance the speed and accuracy of threat responses, ensuring that security teams remain in control of their environments. Graylog's versatility is evident in its range of products, which includes Graylog Security, Enterprise, API Security, and Open solutions. Each product is tailored to meet the specific needs of different organizations, providing clarity and context across various operational landscapes. With a user base of over 60,000 organizations globally, Graylog has established itself as a trusted partner in the realm of cybersecurity and log management, helping teams navigate the complexities of modern threats while maintaining a clear focus on their objectives. ## Graylog Pros & Cons **What users like:** - Users find Graylog to be **reliable and cost-effective** , effectively meeting industry standards for their logging needs. (1 reviews) - Users find the **detailed API insights** of Graylog invaluable for effective and efficient debugging processes. (1 reviews) - Users find the **detailed API information** invaluable for effective debugging, preventing dead ends in complex processes. (1 reviews) - Users find the **detailed API information** extremely helpful, enhancing their debugging processes significantly every day. (1 reviews) - Users value the **cost-effective pricing** of Graylog, describing it as reliable and industry-standard compliant. (1 reviews) - Reliability (1 reviews) - Troubleshooting (1 reviews) **What users dislike:** - Users find the **complexity of Graylog** can hinder workflow efficiency, often wasting time during troubleshooting and API reviews. (1 reviews) - Users face **debugging difficulties** with Graylog, often wasting time trying to navigate its complex workflow. (1 reviews) - Users find **integration issues** with Graylog, as connecting more platforms can be challenging and hinder usability. (1 reviews) - Users find that the **learning curve can be steep** , often hindering productivity and increasing time spent on tasks. (1 reviews) - Users find that the **time consumption** with Graylog can hinder productivity, especially during debugging and API reviews. (1 reviews) - Time-Consumption (1 reviews) ## Graylog Reviews ### 1. Graylog 7.1: Lightweight Upgrade with a Much Easier Collector Experience **Rating:** 5.0/5.0 stars **Reviewed by:** Ludwick M. | Cybersecurity analyst, Enterprise (> 1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Graylog?** Graylog 7.1 feels like a solid upgrade from a SOC engineering perspective. The biggest improvement for me is the collector experience,it’s now much easier to get logs flowing without the usual Sidecar-heavy setup overhead. That added flexibility speeds up onboarding for new systems and cuts down on configuration friction in day-to-day operations. Overall, it comes across as more lightweight and more practical, and it seems better suited for fast-moving environments where you just want data in and visibility quickly. Graylag has also been a great tool for investigations in my experience, especially when I’m digging through logs and tracing activity during analysis. I’m currently exploring the new collector’s beta features in the lab, and I’m excited to eventually test the upgrade in production environments as well. **What do you dislike about Graylog?** Graylog provides a strong and flexible platform for centralized log management and pipeline-based message processing. The overall stream and routing capabilities are powerful and well suited for SOC environments. One area that could further enhance operational efficiency would be improved alerting and visibility around platform state and ingestion workflows. Notifications for stopped streams, pipeline processing failures, and Sidecar health issues would help reduce troubleshooting time and improve reliability during day-to-day operations. In environments where rapid log ingestion and correlation are critical, proactive operational alerts would add significant value by helping teams identify configuration or workflow issues earlier, before they impact investigations or monitoring coverage. **What problems is Graylog solving and how is that benefiting you?** Graylog stands out for its affordability and provides a powerful layer for log analysis, enabling faster and more efficient investigations. It simplifies troubleshooting by centralizing logs and improving visibility, which helps teams quickly identify and respond to issues. ### 2. Easy to Integrate, Essential for Supervision **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer & Network Security | Small-Business (50 or fewer emp.) **Reviewed Date:** May 15, 2026 **What do you like best about Graylog?** I really like Graylog for several reasons. It is easy to set up and manage, which I really appreciate because it makes it quickly operational. The interface is simple and efficient, with filters that allow you to easily find the necessary logs. The ability to easily add new servers by configuring Graylog as the log destination is a plus, as the logs are immediately forwarded. I also appreciate the volume-based licensing which allows us to only pay for what we need, and it encourages us to optimize our logs if necessary to not exceed the limit. Finally, switching from Rsyslog to Graylog has been beneficial because Graylog is better in terms of display and management, and the initial installation was super easy and fast. **What do you dislike about Graylog?** In the future, perhaps integrate an AI agent that will fetch the desired logs for us with a simple prompt, like 'Fetch me the unauthorized access logs on server X'. Just that, an AI agent that helps the user display specific information like 'Show me the logs of denied access by all my servers that start with PRV'. **What problems is Graylog solving and how is that benefiting you?** I use Graylog to monitor and centralize our logs in real-time, which is crucial for security. The intuitive interface makes it easy to search and analyze logs, and the volume-based licensing suits our needs, reducing costs. ### 3. Essential Tool for In-Depth API Debugging **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Facilities Services | Mid-Market (51-1000 emp.) **Reviewed Date:** December 18, 2025 **What do you like best about Graylog?** The enormous amount of detail it provides for each API is extremely helpful during complex debugging processes. In many cases, without this level of detail, debugging would likely end in a dead end. This is my every day tool. **What do you dislike about Graylog?** The complexity of using Graylog is sometimes not helpful. Getting things into the right flow while working on it can take a lot of time, and in such cases, the tool ends up wasting time during debugging or even when simply reviewing API responses, instead of saving it. **What problems is Graylog solving and how is that benefiting you?** Graylog solves the problem of collecting and analyzing logs from multiple systems in one central place. It helps me quickly search, filter, and troubleshoot issues by giving visibility into application and API logs, which makes debugging faster and improves overall system monitoring. ### 4. Reliable, Cost-Effective, and Industry-Standard Solution **Rating:** 4.5/5.0 stars **Reviewed by:** Parth S. | Security Administrator, Mid-Market (51-1000 emp.) **Reviewed Date:** December 08, 2025 **What do you like best about Graylog?** Reliable, cost-effective and meeting industry standards **What do you dislike about Graylog?** Maybe only downside could be integrating more platforms into Graylog **What problems is Graylog solving and how is that benefiting you?** Monitoring and reviewing of logs ### 5. good tool, but a lot of configurations needed **Rating:** 3.5/5.0 stars **Reviewed by:** kate b. | Small-Business (50 or fewer emp.) **Reviewed Date:** March 21, 2024 **What do you like best about Graylog?** I like that Graylog reads logs, and the filtering options they offer. It is easy to deploy to the client's environment. Customer support in Graylog is probably okay - Gladly I didn't have to go through this. I use it 3-4 days per week at work. **What do you dislike about Graylog?** I think creating dashboards and filtering of he events is not the best for me. **What problems is Graylog solving and how is that benefiting you?** checks logs, sends alerts to the SIEM. If configured right alerts look good. ### 6. Graylog is basically syslog-ng and a web-ui to that in a box **Rating:** 4.5/5.0 stars **Reviewed by:** Rei B. | Small-Business (50 or fewer emp.) **Reviewed Date:** June 09, 2023 **What do you like best about Graylog?** What I love about Graylog is that you can just set up ingestion lines and throw logs at it. That way, you have your logs in one place ready for processing and make stunning dashboards without no effort **What do you dislike about Graylog?** What I dislike about Graylog is that I am not able to send in windows event logs without an external daemon due to either graylog not supporting this or windows not speaking syslog. Another big issue I have is the ancient Elasticsearch version they use as they still depend on 7.10 (or lower) **What problems is Graylog solving and how is that benefiting you?** Graylog is my one-stop-syslog for all of my homelab. Its filtering capabilities similar to wireshark make it easy to track events across all systems (i.e. webserver requests something from the database machines) and having a consistent timestamp (override by graylog as 'received') in case of bad clocks as in Raspberry Pi devices. ### 7. Great syslog aggregator **Rating:** 5.0/5.0 stars **Reviewed by:** Jose G. | Network and infrastructure Architect, Small-Business (50 or fewer emp.) **Reviewed Date:** June 10, 2022 **What do you like best about Graylog?** Great GUI and easy syntax for search filters **What do you dislike about Graylog?** Confuse streams and inputs configuration **Recommendations to others considering Graylog:** It's great for doing preventive monitoring and also for log analysis **What problems is Graylog solving and how is that benefiting you?** Central place for syslog consultation and aggregation ### 8. It's free, it works, it's good. But it has a learning curve... **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Automotive | Mid-Market (51-1000 emp.) **Reviewed Date:** April 21, 2021 **What do you like best about Graylog?** It's fairly easy to use in a .NET application. It uses log4net appenders, which is very common and well supported. When everything is set up correctly, it has many ways to group your logs, and it offers an easy way to query. It supports alerts by email and if your message is json, it parses that beautifully through a so called "extractor". It also supports Active Directory. Creation of dashboards is very easy. **What do you dislike about Graylog?** I'm not a big fan of products that use other products (elasticsearch) and is dependent on a very complex infrastructure (linux). I guess we should have used docker containers right from the start, but as it is right now (with a virtual Linux server) it's a scary business to update it to the latest version. Partly because you'll need to control both Graylog and ElasticSearch. It took quite a while to set up a good working environment. Logging servers are part of the group of necessary software that you don't really want any learning curve associated with. It should be a product where you just click "install", and works out of the box. Graylog is not like that. But it's free, and works as good as any paid product, so we can't complain. **What problems is Graylog solving and how is that benefiting you?** A central logging server is a must for any company that has more than a few applications. To monitor all logs, group them into error logs, have an overview what goes well and what's not, read tracing and custom logs is impossible without a good central logging system. Graylog performs really well, even under heavy load. It saves time. We use it also to check the payload of, for instance, API calls. This seriously reduces the time to find and solve bugs. ### 9. Cost effective Log management tool **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** August 31, 2021 **What do you like best about Graylog?** This tool is best used for log collection and log management. It is cost effective and has a lot of features at a less cost compared to other solutions in the market. Create dashboards and filters for all kinds of logs. **What do you dislike about Graylog?** Multi line logs breaking into individual logs is one disadvantage we couldn't get fixed. **What problems is Graylog solving and how is that benefiting you?** Log aggregation is the key. One stop for all logs at a pretty considerable cost. ### 10. Logging like Pro **Rating:** 5.0/5.0 stars **Reviewed by:** Martial H. | Senior Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** March 28, 2020 **What do you like best about Graylog?** We use Graylog to view all logs for system across different environment (dev, test, pre-prod, prod). It gives us power to debug all good or bad event occurred in systems. We use this tool to backup our logs so if needed to review them, we can go back as far needed. It allows us to collect our data so easily and fast approach. Its free version is extraordinary awesome to use. Log searching is quick if you use it well. Graylog does good job of managing Elasticsearch index. **What do you dislike about Graylog?** If you do not know how to play around its setup then it would be tricky. Some documentation and tutorial video would be helpful. Graylog can't read from syslog files, so you need to send your messages to Graylog directly. In terms of management, it's not friendly enough on the dashboard front. Reporting functionality is quite messy and poor. sometimes you mostly ended with lots of data of no use if it is not properly configured as per your system. Searching of logs sometimes needed query as per information needed which is not easy to write. **Recommendations to others considering Graylog:** Every one should use in 1st phase. **What problems is Graylog solving and how is that benefiting you?** Main best benefit of using it is analyze your all logs from multiple environment or resource at one place with minimal effort. I mostly use Graylog to solve finding logs from multiple environment with great GUI tool, where we can search logs based on multiple text lookup. ## Graylog Discussions - [Can we integrated with service now for event management.](https://www.g2.com/discussions/can-we-integrated-with-service-now-for-event-management) - 1 comment, 1 upvote - [What is your experience with Graylog in managing log data, and what features do you find most useful?](https://www.g2.com/discussions/what-is-your-experience-with-graylog-in-managing-log-data-and-what-features-do-you-find-most-useful) - 1 comment - [View Graylog pricing details and edition comparison](https://www.g2.com/products/graylog/reviews/graylog-review-12626106?section=pricing&secure%5Bexpires_at%5D=2026-05-31+21%3A28%3A56+-0500&secure%5Bsession_id%5D=43a0b5cf-89c3-484b-945b-46c4d20b15b6&secure%5Btoken%5D=9435419f63a8bec7754a40f7023d57fc9c713d1ffc7ff31c181665915ac1ce3a&format=llm_user) ## Graylog Integrations - [1Password](https://www.g2.com/products/1password/reviews) - [Active Directory Auditing Tool](https://www.g2.com/products/active-directory-auditing-tool/reviews) - [Amazon AWS Platform](https://www.g2.com/products/amazon-aws-platform/reviews) - [Amazon EventBridge](https://www.g2.com/products/amazon-eventbridge/reviews) - [AWS Security Hub](https://www.g2.com/products/aws-security-hub/reviews) - [Azure Active Directory Domain Services](https://www.g2.com/products/azure-active-directory-domain-services/reviews) - [Azure Portal](https://www.g2.com/products/azure-portal/reviews) - [Cisco Adaptive Security Virtual Appliance (ASAv)](https://www.g2.com/products/cisco-adaptive-security-virtual-appliance-asav/reviews) - [CrowdStrike Security Services](https://www.g2.com/products/crowdstrike-security-services/reviews) - [Docker](https://www.g2.com/products/docker-inc-docker/reviews) - [Google Cloud Code](https://www.g2.com/products/google-cloud-code/reviews) - [Google Cloud Platform (GCP) - Alliance](https://www.g2.com/products/google-cloud-platform-gcp-alliance/reviews) - [Google Workspace](https://www.g2.com/products/google-workspace/reviews) - [Grafana Labs](https://www.g2.com/products/grafana-labs/reviews) - [ITSM 365](https://www.g2.com/products/itsm-365/reviews) - [Json](https://www.g2.com/products/json/reviews) - [Kubernetes](https://www.g2.com/products/american-cloud-kubernetes/reviews) - [Microsoft 365](https://www.g2.com/products/microsoft365/reviews) - [NetBox](https://www.g2.com/products/netbox-labs-netbox/reviews) - [NXLog](https://www.g2.com/products/nxlog/reviews) - [Okta](https://www.g2.com/products/okta/reviews) - [Palo Alto Networks Cloud NGFW](https://www.g2.com/products/palo-alto-networks-cloud-ngfw/reviews) - [QualySec](https://www.g2.com/products/qualysec/reviews) - [Salesforce CRM Connector](https://www.g2.com/products/salesforce-crm-connector/reviews) - [ServiceNow Connector](https://www.g2.com/products/servicenow-connector/reviews) - [Slack](https://www.g2.com/products/slack/reviews) - [SOC Prime Services](https://www.g2.com/products/soc-prime-services/reviews) - [Tenable Cloud Security](https://www.g2.com/products/tenable-tenable-cloud-security/reviews) - [Wazuh](https://www.g2.com/products/wazuh/reviews) ## Graylog Features **Visibility** - Dashboards and Visualizations - Alerts and Notifications - Reporting **Data Preparation** - Data Sources - Indexing - Automated Tagging - Data Blending **Network Management** - Activity Monitoring - Asset Management - Log Management **Monitoring and Management** - Automation - Performance Baseline - Real-Time Monitoring **Analysis** - Track Trends - Detect Anomalies - Metric and Event Data - Search - Alerts - Live Tail **Incident Management** - Event Management - Automated Response - Incident Reporting **Visualization** - Dashboards - Data Discovery **Agentic AI - Log Monitoring** - Autonomous Task Execution - Multi-step Planning - Natural Language Interaction - Decision Making **Security Intelligence** - Threat Intelligence - Vulnerability Assessment - Advanced Analytics - Data Examination **Agentic AI - Security Information and Event Management (SIEM)** - Autonomous Task Execution - Multi-step Planning - Decision Making **Agentic AI - Log Analysis** - Autonomous Task Execution - Multi-step Planning - Natural Language Interaction - Decision Making ## Top Graylog Alternatives - [Datadog](https://www.g2.com/products/datadog/reviews) - 4.4/5.0 (694 reviews) - [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) - 4.3/5.0 (414 reviews) - [Logz.io](https://www.g2.com/products/logz-io/reviews) - 4.5/5.0 (163 reviews)