Best Log Analysis Software with Track Trends Capabilities

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Graylog

SIEM and log management in one platform Graylog helps security and IT teams detect, investigate, and respond to threats faster, using explainable AI and real-time data correlation to turn large volumes of log data into decisions they can act on. More than 60,000 organizations worldwide use Graylog for visibility and control over their IT environments. The problem Security analysts and IT professionals spend their days sifting through vast amounts of log data to find the anomalies that matter, track incidents, and prove compliance with regulatory standards. Most of that data is noise. -Too many alerts that do not matter, and the one that does is buried. -Forensic evidence scattered across tools, so investigations stall. -Audit documentation assembled by hand the week before the deadline. Catch the patterns rules miss Anomaly detection flags unusual patterns in your data so your team sees behavior that signature-based rules leave in the blind spot. Real-time correlation connects related events as they arrive. Investigations that build themselves Guided investigations walk analysts through complex incidents. Automated workflows handle the repetitive tasks, and AI-driven summaries surface the affected assets, the incident timeline, and the high-priority findings. Analysts focus on what matters instead of excessive data. Work the alerts that matter first Risk scores rank each alert by the severity of what fired and the importance of the assets involved, so a port scan against a database of client PII outranks the same scan against a user laptop. With centralized log management, every log stays a single log, giving your team the historic evidence to complete forensic investigations in one place. One platform, three products Graylog fits the team you have: -Graylog Open for log management on an open foundation. -Graylog Enterprise for IT operations and log management at scale. -Graylog Security for detection, investigation, and response.

Average Rating: 4.4/5.0

Total Reviews: 110

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: 8.9/10)
  • 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
    124 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 44% Medium, 32% 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?

Updated August 2026.

How Many Log Analysis Software Products Does G2 Track?

Total Products under this Category: 111

Category Stats (Oct 2026)

  • Average Rating: 4.46/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Cribl (+2.86%) - Among all products in this category, Cribl recorded the largest rating increase compared to last month

Last updated: October 21, 2026

How Does G2 Rank Log Analysis Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 10,100+ Authentic Reviews
  • 111+ 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, Cribl, Coralogix, New Relic, Sentry, Elastic Observability, Sumo Logic, and Dynatrace.

Underlying data: [Grid® JSON](https://www.g2.com/categories/log-analysis/grids.json?focus%5B%5D=datadog&focus%5B%5D=cribl-2026-07-02&focus%5B%5D=coralogix&focus%5B%5D=new-relic&focus%5B%5D=sentry&focus%5B%5D=elastic-observability&focus%5B%5D=sumo-logic&focus%5B%5D=dynatrace)

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: 730

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: 8.9/10)
  • 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
    10,780 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, DevOps Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 46% 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 the steep learning curve challenging, especially with rapidly evolving features and required knowledge.
  • Users find pricing issues with Datadog, citing rapidly escalating costs and high subscription fees as concerns.
  • 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: 4.5/5.0

Total Reviews: 422

How Do G2 Users Rate Coralogix?

  • 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?: 9.4/10 (Category avg: 8.9/10)
  • 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
    609 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, DevOps Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 56% Medium, 33% 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 missing feature for downloading log results a significant limitation in Coralogix's functionality.
  • Users find the difficult learning curve of Coralogix challenging, especially for beginners navigating complex options.
  • Users experience slow performance with Coralogix, leading to frustration due to delayed log fetching and UI loading.
  • Users find the learning difficulty of Coralogix challenging, especially when navigating advanced features and the overwhelming UI.

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: 4.4/5.0

Total Reviews: 409

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: 8.9/10)
  • 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
    824 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, 38% 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 value the real-time monitoring capabilities of Sumo Logic, enjoying swift insights and effective data management.
  • 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.
Cons
  • Users face a steep learning curve with Sumo Logic, requiring significant time to master its features and query language.
  • Users find Sumo Logic expensive, prompting concerns about whether its value justifies the high pricing.
  • Users experience slow performance with Sumo Logic, facing delays in alerting and a cumbersome user interface.
  • 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 complex features and queries.

What Are Recent G2 Reviews of Sumo Logic?

What Are G2 Users Discussing About Sumo Logic?

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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. To learn more about how Dynatrace can help your business, visit www.dynatrace.com, visit our blog and follow us on LinkedIn and X @dynatrace.

Average Rating: 4.5/5.0

Total Reviews: 1,238

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: 8.9/10)
  • 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 effective debugging capabilities of Dynatrace, enhancing their ability to identify and resolve issues promptly.
  • Users value the insightful dashboarding of Dynatrace, enhancing executive views and simplifying monitoring processes.
  • Users value the robust analytics and integration features of Dynatrace, enhancing their monitoring and debugging capabilities.
  • Users value the comprehensive monitoring capabilities of Dynatrace, enhancing problem identification and prevention effectively.
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 feel the UI could be less cluttered, making navigation and log viewing cumbersome for newcomers.
  • Users find the learning difficulty challenging due to overwhelming information and inconsistencies in functionality.

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: 469

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: 8.9/10)
  • 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: 415

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: 8.9/10)
  • 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 value the innovation of Splunk Enterprise, appreciating its user-friendly features and powerful analytics capabilities.
  • Users value the customization features of Splunk Enterprise, enabling tailored insights and dynamic dashboards for effective monitoring.
  • 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 value the powerful reporting features of Splunk Enterprise, enhancing data analysis and visualization capabilities significantly.
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 highlight the expensive licensing of Splunk Enterprise, making it difficult for some companies to adopt.
  • Users face integration issues with Splunk Enterprise, requiring better add-ons and simpler architecture for easier deployment.
  • Users feel that Splunk Enterprise has missing features, lacking important add-ons and more flexible data onboarding options.

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: 8.9/10)
  • 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?

Graylog

SIEM and log management in one platform Graylog helps security and IT teams detect, investigate, and respond to threats faster, using explainable AI and real-time data correlation to turn large volumes of log data into decisions they can act on. More than 60,000 organizations worldwide use Graylog for visibility and control over their IT environments. The problem Security analysts and IT professionals spend their days sifting through vast amounts of log data to find the anomalies that matter, track incidents, and prove compliance with regulatory standards. Most of that data is noise. -Too many alerts that do not matter, and the one that does is buried. -Forensic evidence scattered across tools, so investigations stall. -Audit documentation assembled by hand the week before the deadline. Catch the patterns rules miss Anomaly detection flags unusual patterns in your data so your team sees behavior that signature-based rules leave in the blind spot. Real-time correlation connects related events as they arrive. Investigations that build themselves Guided investigations walk analysts through complex incidents. Automated workflows handle the repetitive tasks, and AI-driven summaries surface the affected assets, the incident timeline, and the high-priority findings. Analysts focus on what matters instead of excessive data. Work the alerts that matter first Risk scores rank each alert by the severity of what fired and the importance of the assets involved, so a port scan against a database of client PII outranks the same scan against a user laptop. With centralized log management, every log stays a single log, giving your team the historic evidence to complete forensic investigations in one place. One platform, three products Graylog fits the team you have: -Graylog Open for log management on an open foundation. -Graylog Enterprise for IT operations and log management at scale. -Graylog Security for detection, investigation, and response.

Average Rating: 4.4/5.0

Total Reviews: 110

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: 8.9/10)
  • 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
    124 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 44% Medium, 32% 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?

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: 8.9/10)
  • 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
    102 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?

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: 8.9/10)
  • 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
    232 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: 8.9/10)
  • 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: 8.9/10)
  • 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 find Splunk Infrastructure Monitoring to be easy to use, offering versatile modules and seamless integrations for effective monitoring.
  • Users value the real-time monitoring capabilities of Splunk, ensuring optimal performance and minimal production downtime.
  • Users appreciate the flexible log aggregation and monitoring features of Splunk, enhancing infrastructure and security management.
  • Users value the real-time monitoring capabilities of Splunk, ensuring smooth performance and minimal downtime.
  • Users value the real-time monitoring capabilities of Splunk Infrastructure Monitoring for ensuring seamless performance and uptime.
Cons
  • Users find Splunk Infrastructure Monitoring to be expensive, especially for large data volumes and a steep learning curve.
  • Users find the steep learning curve of Splunk Infrastructure Monitoring challenging, especially for customization and complex queries.
  • 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.

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: 8.9/10)

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: 8.9/10)

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?