Best Log Analysis Software with Live Tail Capabilities

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What problems does Graylog solve as a Log Analysis?

Graylog addresses key Log Analysis challenges by centralizing log management, enabling rapid search and investigation, and supporting alerting and compliance workflows. According to reviewers, it consolidates logs from diverse systems into a single interface, making it easier to debug issues, detect threats, and meet audit requirements—features like automated tagging, anomaly detection, and live tail are highlighted as particularly useful. Users note that Graylog’s dashboards and search tools help quickly pinpoint errors and suspicious activity, and integrations with platforms like AWS and Slack streamline monitoring. However, some reviewers mention a learning curve for new users and note that initial setup and advanced configurations, such as complex alerting or plugin installation, can require extra effort.

What Log Analysis features does Graylog offer?

Graylog offers a comprehensive set of native Log Analysis features, including Automated Tagging, Track Trends, Detect Anomalies, Data Discovery, and Live Tail, along with core capabilities like search, alerts, dashboards, and indexing. Reviewers highlight the value of fast, detailed log searches, real-time alerting, and customizable dashboards for operational visibility and incident response, with the platform scoring 8.8 for meeting requirements. While users appreciate the breadth of features, some note that advanced visualizations, correlation analysis, and certain integrations may require additional configuration or are less intuitive out of the box.

How easy is Graylog to set up, use, and get support for?

Graylog’s ease of use is rated at 8.4, with ease of administration also at 8.4 and setup slightly lower at 7.9, reflecting generally positive experiences with daily operations and configuration. Reviewers describe the UI as intuitive and effective for searching and filtering logs, and many find onboarding and integration straightforward, especially with recent improvements to the collector experience. However, some users report that initial setup and advanced configurations can be complex, and documentation or community support may be necessary to overcome these hurdles, as reflected in the slightly lower setup score of 7.9.

What does Graylog integrate with for Log Analysis workflows?

Graylog integrates most notably with AWS, which reviewers mention as a key platform for log ingestion and monitoring, and also supports integrations with Slack for alerting and collaboration. Additional integrations include Azure Portal, Docker, Kubernetes, Active Directory, and Google Cloud, providing flexibility for diverse environments. While these integrations enable broad connectivity, some reviewers note that integrating with certain third-party applications or security tools can require additional effort or custom configuration, and the marketplace for plugins is described as fragmented and sometimes lacking in quality.

How much does Graylog cost?

Graylog’s entry-level pricing for the Enterprise tier starts at $15,000 per year (USD) with a custom quote model, offering features like guided log ingestion, integrated data lake, prebuilt dashboards, and flexible deployment options. The Security tier begins at $18,000 per year, adding risk-based alerting, built-in threat detection, and security-optimized log retention. Reviewers frequently cite Graylog as cost-effective compared to alternatives like Splunk, appreciating its open-source options and volume-based licensing, though some mention that enterprise support and advanced features can become expensive as needs scale.

Updated August 2026.

How Many Log Analysis Software Products Does G2 Track?

Total Products under this Category: 108

Category Stats (Sep 2026)

  • Average Rating: 4.44/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Falcon Next-Gen SIEM (+1.01%) - Among all products in this category, Falcon Next-Gen SIEM recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Log Analysis Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 9,700+ Authentic Reviews
  • 108+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Log Analysis Software

G2 Grid® for Log Analysis Software plotting products by satisfaction and market presence

Highlighted products: Datadog, New Relic, Coralogix, Sentry, Sumo Logic, Dynatrace, Site24x7, and ManageEngine ADAudit Plus.

Underlying data: [Grid® JSON](https://www.g2.com/categories/log-analysis/grids.json?focus%5B%5D=datadog&focus%5B%5D=new-relic&focus%5B%5D=coralogix&focus%5B%5D=sentry&focus%5B%5D=sumo-logic&focus%5B%5D=dynatrace&focus%5B%5D=site24x7&focus%5B%5D=manageengine-adaudit-plus)

Datadog

Datadog is the monitoring, security and analytics platform for developers, IT operations teams, security engineers and business users in the cloud age. The SaaS platform integrates and automates infrastructure monitoring, application performance monitoring and log management to provide unified, real-time observability of our customers' entire technology stack. Datadog is used by organizations of all sizes and across a wide range of industries to enable digital transformation and cloud migration, drive collaboration among development, operations, security and business teams, accelerate time to market for applications, reduce time to problem resolution, secure applications and infrastructure, understand user behavior and track key business metrics.

Average Rating: 4.4/5.0

Total Reviews: 714

How Do G2 Users Rate Datadog?

  • Alerts: 8.6/10 (Category avg: 8.7/10)
  • Data Sources: 8.6/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 9.0/10)
  • Metric and Event Data: 8.8/10 (Category avg: 8.7/10)

Who Is the Company Behind Datadog?

  • Seller: Datadog
  • Company Website:
  • Year Founded: 2010
  • HQ Location: New York
  • Twitter: @datadoghq
    51,207 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    9,386 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, DevOps Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 47% Medium, 34% Large

What Do G2 Reviewers Say About Datadog?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Datadog, enjoying intuitive dashboard creation and straightforward implementation.
  • Users appreciate the intuitive monitoring features of Datadog, enabling easy integration and insightful data analysis.
  • Users value the real-time monitoring capabilities of Datadog, enhancing oversight across various applications and infrastructures.
  • Users appreciate the user-friendly interface and robust integration capabilities of Datadog for effective monitoring.
  • Users value the intuitive dashboard creation in Datadog, which enhances monitoring and analysis efficiency.
Cons
  • Users find Datadog's pricing to be expensive, suggesting it should be more affordable given its features.
  • Users find pricing issues with Datadog, citing rapidly escalating costs and high subscription fees as concerns.
  • Users find the steep learning curve challenging, especially with rapidly evolving features and required knowledge.
  • Users find the costs to be unpredictable and excessively high, especially with data storage and additional features.
  • Users find learning difficulty in Datadog, noting that new users may require training to understand its complexities.

What Are Recent G2 Reviews of Datadog?

What Are G2 Users Discussing About Datadog?

Coralogix

Coralogix is a modern, full-stack observability platform transforming how businesses process and understand their data. Our unique architecture powers in-stream analytics without reliance on indexing or hot storage. We specialize in comprehensive monitoring of logs, metrics, trace and security events, enhancing operational efficiency and reducing total cost of ownership by up to 70%. Coralogix stands out for its simple pricing model, based solely on data volume ingested and retained, and offers free, fast customer support with less than 30 second response time and 1 hour resolution time. Our platform covers the entire range of observability with features such as APM, RUM, SIEM, Kubernetes monitoring and more, all streamlined for quick integration and immediate value. Components within the stream store the system state to provide stateful insights and real-time alerting without ever needing to index the data — so there are never any trade-offs to achieve observability. Once ingested, parsed, and enriched, data is written remotely to an archive bucket controlled by the client. The archive can be queried directly at any time, from the platform UI or via CLI, giving users infinite retention with full control over, and access to, their data. View and query your data from any dashboard using any syntax. Coralogix has successfully completed relevant security and privacy compliances by BDO including GDPR, SOC 2, PCI, HIPAA, and ISO 27001/27701.

Average Rating: 4.6/5.0

Total Reviews: 339

How Do G2 Users Rate Coralogix?

  • Alerts: 8.7/10 (Category avg: 8.7/10)
  • Data Sources: 8.7/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.0/10)
  • Metric and Event Data: 8.7/10 (Category avg: 8.7/10)

Who Is the Company Behind Coralogix?

  • Seller: Coralogix
  • Company Website:
  • Year Founded: 2014
  • HQ Location: San Francisco, CA
  • Twitter: @Coralogix
    4,102 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    582 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, DevOps Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 53% Medium, 34% Large

What Do G2 Reviewers Say About Coralogix?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Coralogix, highlighting its simple setup and efficient integrations.
  • Users value the integration of logs, metrics, and alerts, enhancing efficiency in root-cause analysis and monitoring.
  • Users commend the exceptional customer support of Coralogix, ensuring quick resolutions and a smooth experience.
  • Users value the real-time monitoring of Coralogix, enhancing their understanding of user behavior and improving incident response.
  • Users value the intuitive user interface of Coralogix, appreciating its ease of log searching and export functionality.
Cons
  • Users find that the learning curve is steep for beginners, making navigation and understanding features challenging.
  • Users find the learning difficulty of Coralogix challenging, especially when navigating advanced features and the overwhelming UI.
  • Users experience slow performance with Coralogix, leading to frustration due to delayed log fetching and UI loading.
  • Users find the difficult learning curve of Coralogix challenging, especially for beginners navigating complex options.
  • Users find the missing feature for downloading log results a significant limitation in Coralogix's functionality.

What Are Recent G2 Reviews of Coralogix?

Sumo Logic

Sumo Logic, Inc. unifies and analyzes enterprise data, translating it into actionable insights through one AI-powered cloud-native log analytics platform. This single source of truth enables Dev, Sec and Ops teams to simplify complexity, collaborate efficiently and accelerate data-driven decisions that drive business value. Customers around the world rely on the Sumo Logic SaaS Log Analytics Platform for trusted insights to ensure application reliability, secure and protect against modern security threats, and gain insights into their cloud infrastructures. For more information, visit: SUMOLOGIC.COM

Average Rating: 4.3/5.0

Total Reviews: 395

How Do G2 Users Rate Sumo Logic?

  • Alerts: 8.1/10 (Category avg: 8.7/10)
  • Data Sources: 8.2/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.0/10)
  • Metric and Event Data: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Sumo Logic?

  • Seller: Sumo Logic
  • Company Website:
  • Year Founded: 2010
  • HQ Location: Redwood City, CA
  • Twitter: @SumoLogic
    6,542 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    838 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 48% Medium, 37% Large

What Do G2 Reviewers Say About Sumo Logic?

AI-generated summary from verified user reviews

Pros
  • Users highlight the ease of use in Sumo Logic, citing its simple query language and intuitive configurations.
  • Users value the ease of searching and configuring logs with Sumo Logic, enhancing their monitoring and tracing efficiency.
  • Users appreciate the Comprehensive Continuous Intelligence feature of Sumo Logic for transforming data into actionable insights quickly.
  • Users value the powerful visual insights and efficient log management capabilities of Sumo Logic for fast resolution.
  • Users value the real-time monitoring capabilities of Sumo Logic, enjoying swift insights and effective data management.
Cons
  • Users find Sumo Logic expensive, prompting concerns about whether its value justifies the high pricing.
  • Users find the difficult learning curve of Sumo Logic challenging, requiring significant time to become proficient.
  • Users face a steep learning curve with Sumo Logic, requiring significant time to master its features and query language.
  • Users face a steep learning curve with Sumo Logic, requiring significant time to master complex features and queries.
  • Users experience slow performance with Sumo Logic, facing delays in alerting and a cumbersome user interface.

What Are Recent G2 Reviews of Sumo Logic?

What Are G2 Users Discussing About Sumo Logic?

Dynatrace

Dynatrace is advancing observability for today’s digital businesses, helping to transform the complexity of modern digital ecosystems into powerful business assets. By leveraging AI-powered insights, Dynatrace enables organizations to analyze, automate, and innovate faster to drive their business forward. Learn more at www.dynatrace.com.

Average Rating: 4.5/5.0

Total Reviews: 1,233

How Do G2 Users Rate Dynatrace?

  • Alerts: 8.5/10 (Category avg: 8.7/10)
  • Data Sources: 8.7/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 9.0/10)
  • Metric and Event Data: 8.6/10 (Category avg: 8.7/10)

Who Is the Company Behind Dynatrace?

  • Seller: Dynatrace
  • Year Founded: 2005
  • HQ Location: Boston, MA
  • Twitter: @Dynatrace
    18,668 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    6,181 employees on LinkedIn®
  • Ownership: NYSE: DT

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Information Technology and Services, Financial Services
  • Company Size: 69% Large, 23% Medium

What Do G2 Reviewers Say About Dynatrace?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Dynatrace, enjoying seamless application instrumentation and comprehensive support.
  • Users value the insightful dashboarding of Dynatrace, enhancing executive views and simplifying monitoring processes.
  • Users value the comprehensive monitoring capabilities of Dynatrace, enhancing problem identification and prevention effectively.
  • Users value the effective debugging capabilities of Dynatrace, enhancing their ability to identify and resolve issues promptly.
  • Users value the robust analytics and integration features of Dynatrace, enhancing their monitoring and debugging capabilities.
Cons
  • Users find the steep learning curve of Dynatrace challenging, making it hard to fully utilize its features.
  • Users find that missing features in Dynatrace hinder detailed analysis and communication regarding updates and fixes.
  • Users find Dynatrace's complexity overwhelming, with a steep learning curve and costly pricing affecting usability.
  • Users find the learning difficulty challenging due to overwhelming information and inconsistencies in functionality.
  • Users find the costly nature of Dynatrace challenging, making it more suitable for large enterprises only.

What Are Recent G2 Reviews of Dynatrace?

What Are G2 Users Discussing About Dynatrace?

Site24x7

ManageEngine Site24x7 offers unified cloud monitoring for DevOps and IT operations within small to large organizations. The solution monitors the experience of real users accessing websites and applications from desktop and mobile devices. In-depth monitoring capabilities enable DevOps teams to monitor and troubleshoot applications, servers and network infrastructure, including private and public clouds. End-user experience monitoring is done from more than 100 locations across the world and various wireless carriers.

Average Rating: 4.6/5.0

Total Reviews: 463

How Do G2 Users Rate Site24x7?

  • Alerts: 9.0/10 (Category avg: 8.7/10)
  • Data Sources: 8.7/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.0/10)
  • Metric and Event Data: 8.8/10 (Category avg: 8.7/10)

Who Is the Company Behind Site24x7?

  • Seller: Zoho
  • Year Founded: 1996
  • HQ Location: Austin, TX
  • Twitter: @Zoho
    137,880 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    30,913 employees on LinkedIn®
  • Phone: +1 (888) 900-9646

Who Uses This Product?

  • Who Uses This: CEO, IT Manager
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 46% Medium, 41% Small

What Do G2 Reviewers Say About Site24x7?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Site24x7, making implementation and daily operations smooth and efficient.
  • Users appreciate the single pane of glass visibility in Site24x7, enhancing efficiency and monitoring flexibility.
  • Users appreciate the real-time monitoring capabilities of Site24x7, providing comprehensive oversight for networks and infrastructure.
  • Users value the extensive monitoring features of Site24x7, enabling efficient oversight of multiple resources from one interface.
  • Users enjoy the extensive visibility of Site24x7, appreciating its ease of setup and efficient monitoring capabilities.
Cons
  • Users face missing alerts and limited interface visibility, hindering their ability to monitor system efficiency effectively.
  • Users find the complexity of tool integration and plan options overwhelming, preferring a simplified default view.
  • Users find the pricing overwhelming and feel it could be more flexible for smaller businesses or startups.
  • Users find the learning curve for advanced features of Site24x7 challenging, impacting effective usage of the platform.
  • Users find the UI lacking modernity, making it difficult to adopt and navigate smoothly.

What Are Recent G2 Reviews of Site24x7?

What Are G2 Users Discussing About Site24x7?

Splunk Enterprise

Find out what is happening in your business and take meaningful action quickly with Splunk Enterprise. Automate the collection, indexing and alerting of machine data that's critical to your operations. Uncover the actionable insights from all your data — no matter the source or format. Leverage artificial intelligence and machine learning for predictive and proactive business decisions.

Average Rating: 4.3/5.0

Total Reviews: 413

How Do G2 Users Rate Splunk Enterprise?

  • Alerts: 8.8/10 (Category avg: 8.7/10)
  • Data Sources: 9.0/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 9.0/10)
  • Metric and Event Data: 8.8/10 (Category avg: 8.7/10)

Who Is the Company Behind Splunk Enterprise?

  • Seller: Cisco
  • Year Founded: 1984
  • HQ Location: San Jose, CA
  • Twitter: @Cisco
    720,366 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    95,294 employees on LinkedIn®
  • Ownership: NASDAQ:CSCO

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 64% Large, 28% Medium

What Do G2 Reviewers Say About Splunk Enterprise?

AI-generated summary from verified user reviews

Pros
  • Users find Splunk Enterprise's ease of use remarkable, enabling quick access and seamless integration of large datasets.
  • Users value the robust data ingestion capabilities of Splunk Enterprise, efficiently managing diverse data sources.
  • Users commend the great integration capabilities of Splunk Enterprise, facilitating seamless implementation across various networks and systems.
  • Users value the flexibility and visualization capabilities of Splunk Enterprise, enabling effective data analysis and troubleshooting.
  • Users praise the visualization capabilities of Splunk Enterprise dashboards for effective data analysis and decision-making.
Cons
  • Users find Splunk Enterprise to be expensive, with high renewal costs and limitations that affect large organizations.
  • Users find the learning curve steep, struggling to quickly grasp Splunk Enterprise's many features and functionalities.
  • Users experience slow performance with Splunk Enterprise, noting occasional crashes and delays in processing saved searches.
  • Users find the complex configuration of Splunk Enterprise challenging, impacting performance optimization and overall user experience.
  • Users find the pricing issues with Splunk Enterprise burdensome, especially regarding storage costs and data limits.

What Are Recent G2 Reviews of Splunk Enterprise?

What Are G2 Users Discussing About Splunk Enterprise?

Google Cloud Logging

Cloud Logging is a fully managed service that allows you to store, search, analyze, monitor, and alert on logging data and events from Google Cloud and Amazon Web Services.

Average Rating: 4.4/5.0

Total Reviews: 35

How Do G2 Users Rate Google Cloud Logging?

  • Alerts: 7.8/10 (Category avg: 8.7/10)
  • Data Sources: 9.0/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.0/10)
  • Metric and Event Data: 8.6/10 (Category avg: 8.7/10)

Who Is the Company Behind Google Cloud Logging?

  • Seller: Google
  • Year Founded: 1998
  • HQ Location: Mountain View, CA
  • Twitter: @google
    31,899,995 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    301,144 employees on LinkedIn®
  • Ownership: NASDAQ:GOOG

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 41% Medium, 35% Small

What Are Recent G2 Reviews of Google Cloud Logging?

What Are G2 Users Discussing About Google Cloud Logging?

Logz.io

Logz.io is an AI-powered observability platform designed to help teams solve critical log management, monitoring, and troubleshooting challenges. Built for modern environments, Logz.io unifies log management, infrastructure monitoring, and distributed tracing in a single platform to provide deep, actionable insights into system performance and health. At its core, Logz.io’s AI Agent technology automates root cause analysis (RCA) and surfaces insights that accelerate investigations, reduce MTTR, and eliminate the need for time-consuming manual analysis or navigating multiple dashboards. Whether managing microservices or troubleshooting production issues, Logz.io empowers teams to quickly pinpoint issues, de-risk deployments, and focus on innovation. Unlike traditional observability tools that require ever-increasing data volumes and expertise, Logz.io offers a smarter, cost-optimized solution. With the ability to customize data ingestion and optimize telemetry costs, Logz.io ensures you get the insights you need without breaking the budget.

Average Rating: 4.5/5.0

Total Reviews: 163

How Do G2 Users Rate Logz.io?

  • Alerts: 8.8/10 (Category avg: 8.7/10)
  • Data Sources: 8.8/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.0/10)
  • Metric and Event Data: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Logz.io?

  • Seller: Logz.io
  • Year Founded: 2014
  • HQ Location: Boston, MA
  • Twitter: @logzio
    3,156 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    103 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Software Developer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 53% Medium, 30% Small

What Do G2 Reviewers Say About Logz.io?

AI-generated summary from verified user reviews

Pros
  • Users value the centralized log management of Logz.io, enabling efficient issue tracking and automated reporting.
  • Users highlight the excellent customer support of Logz.io, noting quick responses and knowledgeable assistance from the team.
  • Users value the ease of implementation of Logz.io, praising its smooth integration and user-friendly dashboards.
  • Users praise the implementation ease of Logz.io, enjoying a smooth integration and user-friendly dashboard.
  • Users value the centralized log collection of Logz.io, enhancing productivity with user-friendly tools and insights.
Cons
  • Users find the dashboard issues in Logz.io cumbersome, with needs for improved chart creation and UI updates.
  • Users face integration issues with Logz.io, citing lag in indexing and complexity in advanced configurations.
  • Users find the limited customization options in Logz.io restrictive, affecting their overall satisfaction with the product.
  • Users find the complex configuration challenging, particularly with alerts and custom parsing rules setup.
  • Users find complex debugging challenging, often needing to deeply analyze data to set up alerts and reports effectively.

What Are Recent G2 Reviews of Logz.io?

What Are G2 Users Discussing About Logz.io?

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.

Average Rating: 4.4/5.0

Total Reviews: 106

How Do G2 Users Rate Graylog?

  • Alerts: 8.6/10 (Category avg: 8.7/10)
  • Data Sources: 8.5/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 8.4/10 (Category avg: 9.0/10)
  • Metric and Event Data: 9.0/10 (Category avg: 8.7/10)

Who Is the Company Behind Graylog?

  • Seller: Graylog
  • Company Website:
  • Year Founded: 2009
  • HQ Location: Houston, US
  • Twitter: @graylog2
    9,115 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    127 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 45% Medium, 31% Small

What Do G2 Reviewers Say About Graylog?

AI-generated summary from verified user reviews

Pros
  • Users value the cost optimization of Graylog, finding it reliable and compliant with industry standards.
  • Users find the detailed API information essential for effective debugging, enhancing their daily workflow significantly.
  • Users find the detailed API information invaluable for effective debugging, preventing potential dead ends in troubleshooting.
  • Users find the detailed API information provided by Graylog extremely helpful for effective debugging processes.
  • Users praise Graylog for its reliable and cost-effective pricing, aligning well with industry standards and needs.
Cons
  • Users find Graylog's complexity frustrating, as it often leads to wasted time during debugging and review processes.
  • Users face debugging difficulties with Graylog, often leading to wasted time and frustration during troubleshooting.
  • Users experience difficulties with integration issues, limiting the compatibility of Graylog with other platforms.
  • Users find the learning curve to be challenging, leading to time wasted instead of efficient debugging and reviews.
  • Users experience time consumption with Graylog, finding that it complicates workflows and wastes valuable debugging time.

What Are Recent G2 Reviews of Graylog?

What Are G2 Users Discussing About Graylog?

Checkmk

Checkmk is a full-stack monitoring and observability platform designed to provide unified visibility into hybrid IT infrastructures. With more than 2,000 built-in integrations, it offers broad coverage across networks, servers, cloud workloads, Kubernetes and applications. The platform is highly automated, featuring auto-discovery of hosts and services and rule-based configuration to reduce manual setup. It is highly scalable, capable of efficiently monitoring thousands of hosts and millions of services. A central web-based interface allows users to manage configuration, visualize data with customizable dashboards, and track system performance over time. Checkmk is available as packages for all common Linux distributions, as a virtual or physical appliance, through AWS and Azure Marketplace images, or as SaaS. Checkmk is available in four editions: Checkmk Community offers free and open source monitoring for small infrastructures. Checkmk Pro allows for monitoring at speed and scale for data center infrastructures. Checkmk Ultimate offers full-stack observability for hybrid and cloud-native infrastructures which is also available with multi-tenancy and data segregation to support security and compliance. And Checkmk Cloud for full-stack observability for hybrid and cloud-native infrastructures in a SaaS platform. Available extensions include synthetic monitoring and OpenTelemetry for application monitoring. The Checkmk Relay enables secure data collection for segmented networks using outbound-only communication, supporting fully air-gapped and zero-inbound monitoring deployments. Checkmk supports integration with ITSM tools and third-party platforms, enabling automatic ticket creation and consistent alerting. Features such as forecasting, capacity planning, and asset inventory as well as lifecycle management and auto-registration help teams manage dynamic IT environments. Monitoring capabilities: - Monitoring of hybrid infrastructures: cloud, on-premises, virtual, and container environments. - 2000+ built-in integrations networks, servers, cloud workloads, Kubernetes and applications out-of-the-box dashboards provide key metrics for AWS and Azure environments, Linux and Windows servers, and Kubernetes clusters. - Automated discovery and configuration. - Alerting with native ITSM integrations. Operational benefits: - Provides insights into system health, capacity trends, and future resource needs through built-in assessments and forecasting tools. - Reduces manual effort with auto-discovery, rule-based configuration, and centralized agent management as well as auto-registration and host lifecycle management. - Accelerates incident response time by using custom self-healing workflows via the ‘Alert Handler’. - Allows creation of tailored dashboards and views to focus on the most relevant metrics for each team. - Maintains an up-to-date inventory of hardware and software assets, enriched with live monitoring data. - Supports distributed monitoring and can handle massive amounts of data. Why choose Checkmk? - Cost Efficiency: Transparent pricing model with a strong price-performance ratio - Security: Meets stringent security requirements, including fully air-gapped deployments and zero-inbound monitoring. - Visibility: Delivers broad and deep visibility with flexible deployment options. - Scalability: Scales efficiently to support large, distributed environments with high host and service counts. - Extensibility: Supports custom plug-ins, integrations, synthetic monitoring to monitor you applications from the user’s perspective and OpenTelemetry for application monitoring. Customers include: Adobe, Cloudera, Fujitsu, Siemens, Orange, VW, HP, Zalando, Fitbit, NEC, Continental, NHL, Capgemini, Sixt, Intesa SanPaolo

Average Rating: 4.7/5.0

Total Reviews: 295

How Do G2 Users Rate Checkmk?

  • Alerts: 8.7/10 (Category avg: 8.7/10)
  • Data Sources: 8.1/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 9.0/10)
  • Metric and Event Data: 8.4/10 (Category avg: 8.7/10)

Who Is the Company Behind Checkmk?

  • Seller: Checkmk
  • Company Website:
  • Year Founded: 2007
  • HQ Location: Munich, DE
  • Twitter: @checkmk
    1,755 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    231 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: IT Engineer, Systemadministrator
  • Top Industries: Information Technology and Services, Computer & Network Security
  • Company Size: 42% Medium, 40% Large

What Do G2 Reviewers Say About Checkmk?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Checkmk, finding it quick to deploy and well-documented.
  • Users commend Checkmk for its flexibility and powerful monitoring capabilities, effectively managing diverse IT infrastructures.
  • Users appreciate the comprehensive monitoring capabilities of Checkmk, enabling effective oversight of diverse IT environments.
  • Users value the flexibility and customization of Checkmk, making it a powerful solution tailored to their needs.
  • Users value Checkmk for its real-time monitoring capabilities, allowing efficient oversight of diverse systems and applications.
Cons
  • Users find the steep learning curve challenging, making onboarding difficult for non-regular users and complicating their experience.
  • Users find difficult learning due to complex customization and limited data insights in Checkmk, affecting usability.
  • Users find the configuration process overly complex, especially during onboarding for new and non-regular users.
  • Users find the learning difficulty steep due to complex configurations and lacking intuitive documentation for advanced features.
  • Users find the complex setup of Checkmk challenging, especially for newcomers unfamiliar with the system.

What Are Recent G2 Reviews of Checkmk?

What Are G2 Users Discussing About Checkmk?

Mezmo

Mezmo built an AI SRE agent that helps SRE and platform teams manage production environments with greater context, control, and trust. It supports autonomous incident detection, investigates incidents, identifies likely root causes, generates post-mortems, and turns repeatable operations work into governed agentic workflows on-call teams can rely on. The agent runs on AURA, Mezmo’s open-source agent harness, and is grounded by Mezmo’s real-time telemetry pipeline. Together, they give the agent task-ready context from logs, metrics, and traces instead of raw data dumps. Mezmo keeps production AI inspectable and controlled. Teams can connect their own models, integrate existing tools through MCP, run workflows on their own infrastructure, and audit every plan, prompt, and tool call. Mezmo is built for SRE and platform teams that want to bring AI into production operations without giving up control, context, or trust.

Average Rating: 4.6/5.0

Total Reviews: 213

How Do G2 Users Rate Mezmo?

  • Alerts: 8.7/10 (Category avg: 8.7/10)
  • Data Sources: 8.9/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.0/10)
  • Metric and Event Data: 8.7/10 (Category avg: 8.7/10)

Who Is the Company Behind Mezmo?

  • Seller: Mezmo
  • Year Founded: 2015
  • HQ Location: San Jose, California
  • Twitter: @mezmodata
    1,733 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    62 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, CTO
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 64% Small, 32% Medium

What Do G2 Reviewers Say About Mezmo?

AI-generated summary from verified user reviews

Pros
  • Users enjoy the ease of use of Mezmo, highlighting its intuitive UI and efficient log analysis capabilities.
  • Users appreciate the ease of log collection and analysis with Mezmo, enhancing incident response efficiency significantly.
  • Users value the real-time monitoring capabilities of Mezmo, streamlining log management and incident response efficiency.
  • Users appreciate the real-time monitoring capabilities of Mezmo, enhancing incident response and simplifying log analysis.
  • Users value the efficiency improvement with Mezmo, significantly enhancing productivity and streamlining log analysis.
Cons
  • Users find the UX improvement necessary, citing complexity and design issues that hinder first-time navigation.
  • Users find the complex setup of Mezmo requires specialized knowledge and significant resources for effective maintenance.
  • Users are concerned about the high costs of Mezmo, especially with rising prices based on log volume.
  • Users find learning Mezmo tricky at first, but appreciate the team's continuous improvements and support.
  • Users are frustrated by the limitation of log levels, missing support for regular console logging and poor documentation.

What Are Recent G2 Reviews of Mezmo?

What Are G2 Users Discussing About Mezmo?

Splunk Infrastructure Monitoring

SignalFx is the only real-time cloud monitoring platform for infrastructure, microservices, and applications. The platform discovers and collects metrics across every component in your cloud environment, replacing traditional point tools and providing real-time predictive analytics. The massively scalable SignalFx architecture is optimized for cloud infrastructure and microservices-based applications, It provides powerful visualization, proactive alerting, and collaborative triage capabilities for organizations of all sizes. SignalFx is used by leading enterprises across high tech, financial services, consumer products, retail, communications, media, entertainment, and web-scale players like Yelp, HubSpot, Acquia, and Kayak. SignalFx is venture-funded by Andreessen Horowitz, Charles River Ventures, and General Catalyst

Average Rating: 4.3/5.0

Total Reviews: 49

How Do G2 Users Rate Splunk Infrastructure Monitoring?

  • Alerts: 8.5/10 (Category avg: 8.7/10)
  • Data Sources: 8.3/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.0/10)
  • Metric and Event Data: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Splunk Infrastructure Monitoring?

  • Seller: Cisco
  • Year Founded: 1984
  • HQ Location: San Jose, CA
  • Twitter: @Cisco
    720,366 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    95,294 employees on LinkedIn®
  • Ownership: NASDAQ:CSCO

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 45% Large, 37% Medium

What Do G2 Reviewers Say About Splunk Infrastructure Monitoring?

AI-generated summary from verified user reviews

Pros
  • Users value the real-time monitoring capabilities of Splunk Infrastructure Monitoring for ensuring seamless performance and uptime.
  • Users appreciate the real-time alerting systems in Splunk, ensuring smooth performance and minimal downtime across all environments.
  • Users value the versatile cloud monitoring capabilities of Splunk Infrastructure Monitoring, facilitating quick insights and alerts.
  • Users value the comprehensive monitoring capabilities of Splunk Infrastructure Monitoring, enhancing insights and operational efficiency.
Cons
  • Users find the difficult learning curve of Splunk Infrastructure Monitoring challenging, impacting their ability to utilize its features effectively.
  • Users face a steep learning curve with Splunk Infrastructure Monitoring, making it challenging to master the application.
  • Users criticize the complex pricing structure based on data volume, making it costly for large enterprises.
  • Users find the cost increase concerning, especially for large enterprises with high log data volumes.
  • Users raise concerns about data limitations, as costs escalate with high volumes of logs processed by Splunk.

What Are Recent G2 Reviews of Splunk Infrastructure Monitoring?

What Are G2 Users Discussing About Splunk Infrastructure Monitoring?

DataSet (by SentinelOne)

DataSet is the LIVE data analytics platform that enables teams to quickly get answers from all of their data, across different use cases and from all time periods – streaming or historical. Teams choose DataSet to elastically scale to petabytes of data while delivering real-time performance at a fraction of the cost.

Average Rating: 4.6/5.0

Total Reviews: 39

How Do G2 Users Rate DataSet (by SentinelOne)?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.0/10)

Who Is the Company Behind DataSet (by SentinelOne)?

  • Seller: DataSet
  • Year Founded: 2011
  • HQ Location: San Mateo, California
  • Twitter: @scalyr
    4 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    19 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 40% Medium, 33% Small

What Are Recent G2 Reviews of DataSet (by SentinelOne)?

What Are G2 Users Discussing About DataSet (by SentinelOne)?

InsightOps

Ridiculously easy log management is just the beginning

Average Rating: 3.1/5.0

Total Reviews: 11

How Do G2 Users Rate InsightOps?

  • Has the product been a good partner in doing business?: 4.2/10 (Category avg: 9.0/10)

Who Is the Company Behind InsightOps?

  • Seller: Rapid7
  • Year Founded: 2000
  • HQ Location: Boston, MA
  • Twitter: @rapid7
    124,405 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    8,746 employees on LinkedIn®
  • Ownership: NASDAQ:RPD

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 73% Small, 27% Medium

What Are Recent G2 Reviews of InsightOps?