Best Log Analysis Software for Small Business

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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: Sentry, Cribl, Elastic Observability, Datadog, Site24x7, Splunk Enterprise, New Relic, and Dash0.

Underlying data: [Grid® JSON](https://www.g2.com/categories/log-analysis/grids.json?focus%5B%5D=sentry&focus%5B%5D=cribl-2026-07-02&focus%5B%5D=elastic-observability&focus%5B%5D=datadog&focus%5B%5D=site24x7&focus%5B%5D=splunk-enterprise&focus%5B%5D=new-relic&focus%5B%5D=dash0&segment=small-business)

Sentry

Sentry is an application monitoring and error tracking platform that helps developers identify, debug, and resolve software issues in production environments across web, mobile, desktop, game, and AI-powered applications. The platform captures errors, crashes, and performance problems in real time, providing developers with stack traces, user context, and diagnostic data needed to reproduce and fix bugs. Sentry supports over 100 programming languages and frameworks, including JavaScript, Python, Java, Ruby, PHP, Go, React, Django, and mobile platforms like iOS and Android. Core monitoring capabilities: - Error tracking groups similar errors into issues, showing frequency, affected users, and the exact code location where problems occur - Performance monitoring traces requests through distributed systems to identify slow database queries, API bottlenecks, and code-level performance problems - Session Replay records user interactions leading up to errors, capturing clicks, network activity, and console logs for easier reproduction - Logs captures structured log data from your applications alongside errors and traces, enabling search and filtering by message content, severity level, and custom attributes - AI observability provides visibility into LLM applications, AI agents, and Model Context Protocol servers, tracking prompts, model calls, tool usage, and token consumption Developers integrate Sentry by installing an SDK and adding a few lines of code to their application. The platform automatically captures unhandled exceptions, while developers can manually track custom errors and performance metrics. Sentry processes events in real time, sending alerts through Slack, email, PagerDuty, or other notification channels when issues occur. Additional features and capabilities: - AI-powered debugging through Seer, which analyzes errors to identify root causes and suggest code fixes with high accuracy - Distributed tracing that follows requests across microservices, serverless functions, and third-party APIs to pinpoint failure points - Custom dashboards and alerts for monitoring specific metrics, error rates, or performance thresholds important to each team - Profiling tools that provide code-level visibility into where time is being spent in production, identifying slow functions, call stacks, and performance regressions across backend services and frontend/mobile user flows - Workflow integrations with GitHub, Jira, GitLab, Azure DevOps, and other development tools to create tickets or link errors to commits automatically The platform serves development teams at organizations ranging from individual developers to large enterprises. More than 100,000 organizations use Sentry, processing billions of error events daily. Sentry offers both cloud-hosted and self-hosted deployment options, with pricing tiers based on event volume. A free tier supports small projects and individual developers.

Average Rating: 4.5/5.0

Total Reviews: 225

How Do G2 Users Rate Sentry?

  • Alerts: 8.7/10 (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?: 9.1/10 (Category avg: 8.9/10)
  • Metric and Event Data: 9.4/10 (Category avg: 8.7/10)

Who Is the Company Behind Sentry?

  • Seller: Sentry
  • Company Website:
  • Year Founded: 2011
  • HQ Location: San Francisco, CA
  • Twitter: @getsentry
    295 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    448 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 59% Small, 30% Medium

What Do G2 Reviewers Say About Sentry?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Sentry, allowing quick implementation and straightforward monitoring of applications.
  • Users value the insightful error tracking of Sentry, enabling quicker issue resolution and improved application observability.
  • Users praise Sentry for its efficient debugging capabilities, streamlining workflows and enhancing error tracking significantly.
  • Users find Sentry's monitoring features indispensable, offering versatility in observability and easy application monitoring.
  • Users value the strong integration and monitoring capabilities of Sentry, enabling efficient fault detection and alerts.
Cons
  • Users find Sentry's pricing issues challenging, especially with limited plan options and frequent budget increases.
  • Users experience frequent error budget exhaustion requiring constant adjustments, leading to monitoring challenges and unexpected failures.
  • Users find Sentry expensive, particularly for small projects, with limited plan options and high entry costs.
  • Users find the complex configuration of Sentry challenging, particularly during the initial setup and integration process.
  • Users find the UI to be complex and disorganized, particularly challenging for first-time users.

What Are Recent G2 Reviews of Sentry?

What Are G2 Users Discussing About Sentry?

Cribl

Cribl is the AI Platform for Telemetry, giving organizations a flexible way to collect, process, route, store, search, and analyze the logs, metrics, traces, events, and other machine data generated across modern IT and security environments. Built for the volume, variety, and changing value of telemetry, Cribl helps teams make better use of the data customers already have without forcing them into a single vendor, destination, data format, or architecture. The platform brings together complementary products and capabilities: Cribl Stream provides real-time observability pipelines that collect data from diverse sources, then filter, reduce, transform, enrich, and route it to the tools that need it; Cribl Edge extends intelligent collection and processing to servers, endpoints, applications, and other distributed environments through centralized fleet management; Cribl Search enables federated, search-in-place investigations across data wherever it lives, reducing the need to centralize or rehydrate everything before it can be analyzed; and Cribl Lake provides open, cost-effective storage for retaining, accessing, and replaying telemetry over time. Cribl.Cloud offers a fully managed way to deploy and operate these capabilities, while Cribl’s app-building and AI capabilities help teams create workflows tailored to the way they investigate, troubleshoot, secure, and operate their environments. Together, these capabilities give IT, security, platform engineering, and SRE teams control over the complete telemetry lifecycle—from collection and onboarding through transformation, delivery, retention, and investigation. The primary value is choice and control: teams can send the right data to the right destination in the right format, reduce unnecessary volume and infrastructure cost, preserve valuable data for future questions, and search across systems without being constrained by the limitations of any one tool. By providing a vendor-agnostic data layer between sources, storage, analytics platforms, and AI-driven workflows, Cribl helps organizations improve data quality, accelerate investigations and incident response, simplify operations, support modernization initiatives such as SIEM migration, and build an AI-ready foundation while protecting existing technology investments. In short, Cribl turns complex, distributed telemetry into a governed and usable resource that both people and intelligent systems can trust and act on.

Average Rating: 4.6/5.0

Total Reviews: 159

How Do G2 Users Rate Cribl?

  • Alerts: 6.3/10 (Category avg: 8.7/10)
  • Data Sources: 9.4/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 8.9/10)
  • Metric and Event Data: 9.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Cribl?

  • Seller: Cribl
  • Company Website:
  • Year Founded: 2018
  • HQ Location: San Francisco, CA
  • Twitter: @cribl_io
    2,388 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,287 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services, Information Technology and Services
  • Company Size: 57% Large, 27% Small

What Are Recent G2 Reviews of Cribl?

Elastic Observability

OpenTelemetry-native observability for fast, AI-driven root cause analysis Search, analyze, and act with logs, metrics, and traces. SRE leaders aim to proactively prevent downtime, simplify tool stacks, and reduce toil, but multi-cloud complexity and fragmented toolsets create visibility gaps that make it hard to stay ahead. OTel-native and AI-powered, Elastic Observability ingests and correlates petabytes of telemetry across your applications, services, and infrastructure, in real-time. Accelerate troubleshooting with built-in agentic workflows and an AI Assistant that goes well beyond chat to bolster team expertise and guide investigations, grounded with context from your organizational knowledge-bases. More data, more problems? Not anymore. Most observability and logging solutions weren’t built for today’s scale. Elastic is. Our architecture is designed to handle petabytes of logs with indexing, compression, and efficient searchable storage so you can keep all the telemetry you need, without breaking the bank. Store more, spend less, and resolve issues faster with a scalable, open, and extensible platform that unifies visibility across your entire environment.

Average Rating: 4.3/5.0

Total Reviews: 124

How Do G2 Users Rate Elastic Observability?

  • Alerts: 8.9/10 (Category avg: 8.7/10)
  • Data Sources: 9.2/10 (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: 9.5/10 (Category avg: 8.7/10)

Who Is the Company Behind Elastic Observability?

  • Seller: Elastic
  • Company Website:
  • Year Founded: 2012
  • HQ Location: San Francisco, CA
  • Twitter: @elastic
    65,200 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    10,457 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: 45% Large, 43% Medium

What Do G2 Reviewers Say About Elastic Observability?

AI-generated summary from verified user reviews

Pros
  • Users find Elastic Observability to be intuitively easy to use, facilitating effortless integration and quick setup for various needs.
  • Users value the real-time alerting capabilities of Elastic Observability, enhancing proactive monitoring and issue resolution.
  • Users value the excellent log collection and monitoring capabilities of Elastic Observability for efficient server management.
  • Users appreciate the excellent monitoring capabilities of Elastic Observability for comprehensive insights into their applications and infrastructure.
  • Users value the flexibility and unified view of Elastic Observability, enhancing troubleshooting and operational visibility.
Cons
  • Users face a steep learning curve with Elastic Observability, requiring extensive knowledge and training for effective use.
  • Users find the difficult learning curve for Elastic Observability challenging, particularly for teams unfamiliar with the Elastic Stack.
  • Users struggle with the lack of log integration and find log generation with APM challenging without ELK knowledge.
  • Users find the learning difficulty frustrating, particularly due to overwhelming logs and advanced feature navigation.
  • Users struggle with log management issues, from hardware corruption to lack of integration with existing log files.

What Are Recent G2 Reviews of Elastic Observability?

What Are G2 Users Discussing About Elastic Observability?

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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?

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?

New Relic

New Relic is the all-in-one Intelligent Observability platform built to help engineering and IT teams plan, build, deploy, and run software with confidence. By unifying metrics, events, logs, and traces into a single, secure telemetry cloud, New Relic gives over 25 million engineers real time visibility and AI-powered insights across their entire digital estate, from code to cloud. Designed to replace fragmented point solutions, New Relic consolidates full-stack observability into a single source of truth. The platform brings together Application Performance Monitoring (APM), infrastructure monitoring, log management, digital experience monitoring (DEM), container monitoring, and AIOps into one cohesive interface. Powered by an advanced AI engine, New Relic automatically pairs telemetry data to shift problem solving from reactive debugging to proactive and predictive resolution, helping teams reduce mean time to resolution (MTTR) and eliminate digital disruptions before they impact end users. Equipped with over 500 open source integrations, New Relic seamlessly connects with your existing stack. Coupled with transparent, consumption and user-based pricing, organizations gain full predictability over their costs without sacrificing telemetry depth.

Average Rating: 4.4/5.0

Total Reviews: 569

How Do G2 Users Rate New Relic?

  • Alerts: 9.3/10 (Category avg: 8.7/10)
  • Data Sources: 9.1/10 (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: 9.1/10 (Category avg: 8.7/10)

Who Is the Company Behind New Relic?

  • Seller: New Relic
  • Company Website:
  • Year Founded: 2008
  • HQ Location: San Francisco, CA
  • Twitter: @newrelic
    65,727 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,093 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: 43% Medium, 30% Large

What Do G2 Reviewers Say About New Relic?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the intuitive and easy-to-use interface of New Relic, making navigation and analysis seamless.
  • Users value the real-time monitoring in New Relic, benefiting from immediate insights and customizable dashboards.
  • Users appreciate the real-time monitoring capabilities of New Relic, enabling proactive issue detection and resolution.
  • Users value the real-time performance insights from New Relic, enabling proactive issue detection and improved user experience.
  • Users appreciate the advanced analytics of New Relic, benefitting from customizable dashboards and real-time performance insights.
Cons
  • Users find New Relic to be expensive, particularly for smaller teams and high data volume demands.
  • Users feel that pricing issues make New Relic expensive for smaller teams, especially with scaling data volumes.
  • Users find the steep learning curve of New Relic challenging, especially when mastering its advanced features and UI.
  • Users find the complexity of New Relic's interface and setup to be overwhelming and difficult to navigate.
  • Users find the difficult learning curve of New Relic challenging, especially for newcomers navigating its extensive features.

What Are Recent G2 Reviews of New Relic?

What Are G2 Users Discussing About New Relic?

Dash0

Dash0 closes the loop from code to production in the AI era. Built natively on OpenTelemetry, Dash0 tracks what AI builds, observes everything running in production, and fixes problems autonomously, all powered by a single, OpenTelemetry native data foundation. Dash0 helps engineering teams ship more and break less in a world where code moves at machine speed.

Average Rating: 4.8/5.0

Total Reviews: 43

How Do G2 Users Rate Dash0?

  • Alerts: 9.0/10 (Category avg: 8.7/10)
  • Data Sources: 9.6/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 9.9/10 (Category avg: 8.9/10)
  • Metric and Event Data: 9.5/10 (Category avg: 8.7/10)

Who Is the Company Behind Dash0?

  • Seller: Dash0
  • Company Website:
  • Year Founded: 2023
  • HQ Location: New York
  • Twitter: @dash0hq
    2,320 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    226 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 51% Small, 30% Medium

What Do G2 Reviewers Say About Dash0?

AI-generated summary from verified user reviews

Pros
  • Users find Dash0's ease of use exceptional, with intuitive features and straightforward setup for quick integration.
  • Users love Dash0's responsive customer support, finding the team's assistance crucial for a smooth experience.
  • Users value Dash0's intuitive UI/UX, appreciating its seamless integration and efficient observability features.
  • Users find the easy setup of Dash0 allows for quick integration and seamless data management in Kubernetes.
  • Users appreciate the easy integrations of Dash0, enabling seamless setup and fast transition from existing systems.
Cons
  • Users have noted limited features in Dash0, with many advanced tools still not available for use.
  • Users have experienced feature deficiencies with Dash0, though updates have improved functionality over time.
  • Users note the missing features in Dash0, expressing a desire for enhanced functionality and additional integrations.
  • Users face limited customization options with Dash0, impacting mobile usability and dashboard functionality.
  • Users note feature limitations in Dash0, seeking expanded capabilities and enhanced integrations for improved functionality.

What Are Recent G2 Reviews of Dash0?

Better Stack

Better Stack is an eBPF-based, AI SRE observability tool. It helps engineers ship high-quality software faster and be the hero of their engineering teams.

Average Rating: 4.8/5.0

Total Reviews: 341

How Do G2 Users Rate Better Stack?

  • Alerts: 8.7/10 (Category avg: 8.7/10)
  • Data Sources: 9.3/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 8.9/10)
  • Metric and Event Data: 8.7/10 (Category avg: 8.7/10)

Who Is the Company Behind Better Stack?

  • Seller: Better Stack
  • Year Founded: 2021
  • HQ Location: San Francisco, CA
  • Twitter: @BetterStackHQ
    10,698 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    27 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, Founder
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 88% Small, 8% Medium

What Do G2 Reviewers Say About Better Stack?

AI-generated summary from verified user reviews

Pros
  • Users love the ease of use of Better Stack, praising its simple setup and excellent integration capabilities.
  • Users commend the easy setup of Better Stack, emphasizing its straightforward implementation and user-friendly interface.
  • Users praise the excellent user interface of Better Stack, which enhances workflow and simplifies monitoring tasks.
  • Users find the setup ease of Better Stack remarkable, achieving quick configurations and monitoring within minutes.
  • Users value the independent alerting system of Better Stack, ensuring timely notifications even during downtime for proactive responses.
Cons
  • Users find Better Stack's pricing expensive after exceeding free tier limits, affecting scalability for larger projects.
  • Users express frustration over the lack of features in Better Stack, such as missing integrations and limited site management.
  • Users note pricing issues with Better Stack, especially after exceeding free tier limits, making advanced features costly.
  • Users find the limited features in Better Stack may restrict growth and flexibility for larger projects.
  • Users find the log management process challenging and experience inconsistencies with the UI and data aggregation.

What Are Recent G2 Reviews of Better Stack?

What Are G2 Users Discussing About Better Stack?

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?

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?

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?

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?

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?

Elastic Stack

The Elastic Stack, commonly known as the ELK Stack, is a comprehensive suite of open-source tools designed for ingesting, storing, analyzing, and visualizing data in real-time. It comprises Elasticsearch, Kibana, Beats, and Logstash, enabling users to handle data from any source and in any format efficiently. Key Features and Functionality: - Elasticsearch: A distributed, JSON-based search and analytics engine that allows for rapid storage, search, and analysis of large volumes of data. - Kibana: An extensible user interface that provides powerful visualizations, dashboards, and management tools to interpret and present data effectively. - Beats and Logstash: Data ingestion tools that collect and process data from various sources, transforming and forwarding it to Elasticsearch for indexing. - Integrations: A multitude of pre-built integrations that facilitate seamless data collection and connection with the Elastic Stack, enabling quick insights. Primary Value and User Solutions: The Elastic Stack empowers organizations to harness the full potential of their data by providing a scalable and resilient platform for real-time search and analytics. It addresses challenges such as managing large datasets, ensuring high availability, and delivering relevant search results swiftly. By offering a unified solution for data ingestion, storage, analysis, and visualization, the Elastic Stack enables users to gain actionable insights, enhance operational efficiency, and make informed decisions based on their data.

Average Rating: 4.5/5.0

Total Reviews: 105

How Do G2 Users Rate Elastic Stack?

  • 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?: 8.3/10 (Category avg: 8.9/10)
  • Metric and Event Data: 9.0/10 (Category avg: 8.7/10)

Who Is the Company Behind Elastic Stack?

  • Seller: Elastic
  • Year Founded: 2012
  • HQ Location: San Francisco, CA
  • Twitter: @elastic
    65,200 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    10,457 employees on LinkedIn®
  • Ownership: NYSE: ESTC

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 46% Medium, 35% Large

What Do G2 Reviewers Say About Elastic Stack?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Elastic Stack, enabling quick correlation and understanding of system behavior.
  • Users value the flexibility of Elastic Stack for its customization, integration, and deployment options across various environments.
  • Users appreciate the unified log management that allows for quicker issue correlation and comprehensive system understanding.
  • Users praise the fast and scalable real-time search of Elastic Stack, enhancing their ability to analyze data efficiently.
  • Users value the versatility of Elastic Stack, seamlessly integrating various tools for flexible data management and visualization.
Cons
  • Users note the resource management challenges in Elastic Stack, requiring expertise to maintain performance and stability.
  • Users find the complexity issues of Elastic Stack demanding, requiring significant expertise to manage effectively and maintain performance.
  • Users find the cost of resources for Elastic Stack to be significant, especially at scale and for advanced features.
  • Users find that High Memory Usage in Elastic Stack can lead to increased costs and management complexities at scale.
  • Users find the steep learning curve of Elastic Stack challenging, requiring significant experience for effective management and optimization.

What Are Recent G2 Reviews of Elastic Stack?

What Are G2 Users Discussing About Elastic Stack?

Tian Lin
TL
Researched and written by Tian Lin
Updated