# Best Log Analysis Software *By [Tian Lin](https://research.g2.com/insights/author/tian-lin)* Log analysis software helps enable the documentation of application log files for records and analytics. This type of software provides tools to increase the collection of logs as well as centralized databases for storing data. Furthermore, log analysis tools include analytics components such as prebuilt dashboards to identify the cause and impact of events, while also offering the ability to query the logs to discover actionable data. Monitoring features also form a large component of log analysis; these features, sometimes powered by machine learning, help detect, predict, and prevent future anomalies. Companies use this data to better understand performance failures, remediate them, and learn how to prevent them in the future, with a goal of improved application performance and reliability. Some [application performance monitoring (APM) software](https://www.g2.com/categories/application-performance-monitoring-apm), [container management software](https://www.g2.com/categories/container-management), and [enterprise monitoring software](https://www.g2.com/categories/enterprise-monitoring) offer log analytics features, but typically do not focus on log management specifically. Business users looking to analyze log data in real time can leverage [stream analytics software](https://www.g2.com/categories/stream-analytics) and analyze data transferred among a whole range of internet of things (IoT) endpoints and devices, including smart cars, machinery, or home appliances. To qualify for inclusion in the Log Analysis category, a product must: - Document operations and authentication events - Assist in mapping, tagging, and classifying logs - Store logs in a centralized location - Provide analytics features, such as dashboards, to identify causation and event prediction - Allow the user to search and filter logs ## Top Log Analysis Software at a Glance | # | Product | Rating | Best For | What Users Say | |---|---------|--------|----------|----------------| | 1 | [Datadog](https://www.g2.com/products/datadog/reviews) | 4.4/5.0 (708 reviews) | Unified observability with correlated logs, traces, metrics | "[Easy Datadog Integration with Powerful, Insightful Dashboards](https://www.g2.com/survey_responses/datadog-review-12925009)" | | 2 | [New Relic](https://www.g2.com/products/new-relic/reviews) | 4.4/5.0 (568 reviews) | Full-stack observability with distributed tracing | "[Real-Time Insights, Smooth Troubleshooting](https://www.g2.com/survey_responses/new-relic-review-12023699)" | | 3 | [Coralogix](https://www.g2.com/products/coralogix/reviews) | 4.6/5.0 (339 reviews) | Cost-optimized log correlation with real-time anomaly detection | "[Coralogix Game Changer Logging Tool](https://www.g2.com/survey_responses/coralogix-review-11633887)" | | 4 | [Sentry](https://www.g2.com/products/sentry/reviews) | 4.5/5.0 (213 reviews) | Real-time error context with stack traces | "[Solid Integrations and Near Real-Time Error Tracking That Saves Debugging Time](https://www.g2.com/survey_responses/sentry-review-12699946)" | | 5 | [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) | 4.3/5.0 (391 reviews) | Cloud-native log analysis with AI-assisted troubleshooting | "[Centralized Logging with Intuitive Dashboards](https://www.g2.com/survey_responses/sumo-logic-review-12948839)" | | 6 | [Dynatrace](https://www.g2.com/products/dynatrace/reviews) | 4.5/5.0 (1,231 reviews) | AI-driven root cause analysis with PurePath tracing | "[Fully Automated Root-Cause Analysis with Lightning-Fast Performance](https://www.g2.com/survey_responses/dynatrace-review-12592533)" | | 7 | [Elastic Stack](https://www.g2.com/products/elastic-stack/reviews) | 4.5/5.0 (105 reviews) | Centralized log search across distributed microservices | "[Powerful Centralized Log Management with Elastic Stack](https://www.g2.com/survey_responses/elastic-stack-review-12951407)" | | 8 | [ManageEngine ADAudit Plus](https://www.g2.com/products/manageengine-adaudit-plus/reviews) | 4.6/5.0 (57 reviews) | — | "[Easy Setup, Powerful Reporting, and Great Value](https://www.g2.com/survey_responses/manageengine-adaudit-plus-review-12999020)" | | 9 | [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) | 4.3/5.0 (413 reviews) | Real-time security correlation across distributed infrastructure | "[Splunk Enterprise Makes Endpoint Data Collection and Troubleshooting Easy at Scale](https://www.g2.com/survey_responses/splunk-enterprise-review-6749798)" | | 10 | [Site24x7](https://www.g2.com/products/site24x7/reviews) | 4.6/5.0 (427 reviews) | Unified infrastructure monitoring with log correlation | "[Single Dashboard Monitoring That Makes Infrastructure Management Effortless](https://www.g2.com/survey_responses/site24x7-review-11331109)" | --- ## What Are the Most Common Questions About Log Analysis Software? *AI-generated · Last updated: May 26, 2026* ### What platform is best for detecting security threats in logs? Based on G2 reviews, [Datadog](https://www.g2.com/products/datadog) stands out most often for security-focused log visibility in this category because reviewers repeatedly describe using it to centralize logs, security signals, and event data in one place. According to verified users, it helps teams move quickly between logs, traces, and related telemetry when investigating incidents, while dashboards, alerts, and integrated workflows help reduce time spent chasing issues across separate tools. G2 reviewers mention that security and DevOps teams value having one platform for monitoring infrastructure, applications, logs, and security events together, though some also note that the breadth of features can require onboarding time and cost governance. ### Which log analysis system provides the best compliance reporting? Based on G2 reviews, compliance reporting needs are addressed in different ways across recent products, but reviewers most directly associate audit evidence, retention, and reporting workflows with products built for centralized log retention and security review. According to verified users, Sumo Logic is used to retain logs for audit evidence and quickly retrieve historical activity for compliance reviews, while ManageEngine Log360 is described as bringing log collection, monitoring, and compliance reporting into one platform. G2 reviewers mention that EventSentry and ADAudit Plus are also valued for audit trails and AD-focused reporting, especially when teams need readable reports for investigations and audits. **Here are some of the top-rated products on G2:** - [Sumo Logic](https://www.g2.com/products/sumo-logic) – used to centralize historical logs and retrieve audit evidence for compliance and security reviews - [ManageEngine Log360](https://www.g2.com/products/manageengine-log360) – helps teams combine log collection, monitoring, alerting, and compliance reporting in one place - [EventSentry](https://www.g2.com/products/eventsentry) – supports audit controls, alerting, and SIEM visibility for compliance-focused environments ### What is the top log analysis tool for DevOps teams? Based on G2 reviews, Datadog is frequently described as a strong fit for DevOps teams because it brings logs, metrics, traces, dashboards, and alerts into one workflow. According to verified users, teams use it daily to debug production incidents, monitor APIs and infrastructure, and move from a symptom to the related logs and traces quickly. G2 reviewers mention that Datadog is especially useful for multi-cloud environments, microservices, and integrations with tools like Slack, PagerDuty, and cloud platforms, which helps DevOps teams reduce tool switching. Reviewers also note tradeoffs such as interface complexity for new users and the need to manage ingestion and retention costs carefully at scale. **Here are some of the top-rated products on G2:** - [Datadog](https://www.g2.com/products/datadog) – suited for DevOps teams that need unified logs, metrics, traces, dashboards, and incident workflows - [New Relic](https://www.g2.com/products/new-relic) – used for full-stack visibility, transaction tracing, and faster troubleshooting across distributed services - [Sumo Logic](https://www.g2.com/products/sumo-logic) – helps DevOps teams centralize logs, build dashboards, and investigate outages with real-time search ### What log analysis software integrates with cloud monitoring systems? Based on G2 reviews, several log analysis software options are repeatedly praised for cloud integrations. According to verified users, Datadog integrates with AWS, Azure, GCP, Kubernetes, and collaboration tools, making it easier to connect log analysis with broader monitoring workflows. G2 reviewers also mention New Relic for visibility across cloud services and distributed applications, while Sumo Logic is highlighted for working well with hybrid and cloud environments and for offering integrations with major cloud platforms. Across recent reviews, buyers looking for cloud-connected log analysis software tend to value fast onboarding, centralized telemetry, and the ability to correlate logs with infrastructure and application signals in one interface. ### Which vendor offers the fastest log indexing performance? Based on G2 reviews, no single vendor is described with a uniform benchmarking standard, but reviewers most often emphasize speed with products that surface data quickly after ingestion. According to verified users, Datadog is praised for how quickly data appears and how fast teams can search and troubleshoot integrations, while Elastic Stack is recognized for fast indexing and near real-time search across large data volumes. G2 reviewers also mention Coralogix for real-time processing with minimal latency and fast anomaly spotting. Because these observations come from user experience rather than a common performance test, buyers should read them as directional signals about responsiveness, search speed, and time to insight rather than a direct head-to-head speed ranking. ### What is the most cost-effective log analysis solution for enterprises? Based on G2 reviews, cost-effectiveness depends on how much log volume an enterprise needs to retain and search, but reviewers often point to platforms that balance centralized visibility with lower perceived overhead. According to verified users, Coralogix is frequently associated with cost savings while still supporting end-to-end correlation and observability workflows. G2 reviewers also mention Sumo Logic and Logmanager as products that help centralize logs without the administrative burden of stitching together multiple tools, and some mention transparent pricing as a differentiator. At the same time, many reviews across the category caution that costs still need active governance when data volume grows, especially for ingestion-heavy enterprise environments. ### Which vendor offers AI-powered anomaly detection in logs? Based on G2 reviews, multiple vendors are noted for AI-assisted anomaly detection and investigation workflows. According to verified users, Datadog is praised for machine learning-based anomaly detection that helps teams catch issues before they escalate, while Coralogix reviewers mention anomaly and recurring pattern detection that speeds issue discovery in production logs. G2 reviewers also highlight Dynatrace for AI-driven root cause analysis through Davis AI and Sumo Logic for anomaly detection that supports proactive monitoring. Across the recent reviews, buyers appear to value AI features most when they reduce noise, surface unusual behavior quickly, and connect anomalies to useful context for triage rather than just generating more alerts. ### What platform supports multi-source log aggregation? Based on G2 reviews, many buyers look for a platform that can centralize logs from applications, infrastructure, cloud services, and security tools without forcing teams to switch contexts. According to verified users, Datadog is often used as a single place for logs, metrics, traces, and related telemetry across diverse environments. G2 reviewers also mention Sumo Logic for aggregating data from hybrid and cloud sources, and Coralogix for bringing together logs, metrics, traces, and alerts in one platform. In recent reviews, the most valued outcome of multi-source aggregation is faster troubleshooting, because teams can search across services and environments from a shared operational view instead of piecing evidence together manually. ### Which log analysis tool offers the best real-time search capabilities? Based on G2 reviews, real-time search is a recurring strength across several products, but users most often emphasize speed and usability when describing Sumo Logic and Datadog. According to verified users, Sumo Logic helps teams aggregate logs in real time, search quickly, and use tools like Live Tail and LogReduce during investigations. G2 reviewers mention that Datadog also makes it easy to search logs and drill into issues rapidly, especially when teams need to connect search results with dashboards, traces, or API troubleshooting. Overall, reviewers value real-time search most when it reduces time spent hunting through noisy logs and helps teams move straight to likely root causes. **Here are some of the top-rated products on G2:** - [Sumo Logic](https://www.g2.com/products/sumo-logic) – strong for Live Tail, LogReduce, and fast real-time search during incident investigation - [Datadog](https://www.g2.com/products/datadog) – helps teams search logs quickly and pivot into traces, dashboards, and related telemetry - [Elastic Stack](https://www.g2.com/products/elastic-stack) – noted for fast indexing and near real-time search across large volumes of log data ### Which tool provides the most detailed log correlation features? Based on G2 reviews, detailed log correlation is one of the most common buying themes in this category. According to verified users, Datadog is frequently praised for correlating logs, metrics, traces, and user activity to speed root cause analysis, especially in distributed systems. G2 reviewers also point to Coralogix for end-to-end correlation between logs, metrics, traces, and alerts, and to New Relic for following requests across services with distributed tracing and unified views. Across recent reviews, the tools that stand out most are the ones that let engineers move from an alert or symptom to the surrounding application, infrastructure, and service context without leaving the same workflow. ## How Many Log Analysis Software Products Does G2 Track? **Total Products under this Category:** 107 ### Category Stats (Jun 2026) - **Average Rating**: 4.44/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: ManageEngine ADAudit Plus (+3.71%) - Among all products in this category, ManageEngine ADAudit Plus recorded the largest rating increase compared to last month *Last updated: June 30, 2026* ## How Does G2 Rank Log Analysis Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 9,600+ Authentic Reviews - 107+ 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. ## Which Log Analysis Software Is Best for Your Use Case? - **Leader:** [Datadog](https://www.g2.com/products/datadog/reviews) - **Highest Performer:** [Last9](https://www.g2.com/products/last9-last9/reviews) - **Easiest to Use:** [Sentry](https://www.g2.com/products/sentry/reviews) - **Top Trending:** [Dash0](https://www.g2.com/products/dash0/reviews) - **Best Free Software:** [Dynatrace](https://www.g2.com/products/dynatrace/reviews) --- **Sponsored** ### Graylog Graylog is a log management and security information and event management (SIEM) solution designed to assist security and IT teams in detecting, investigating, and responding to potential threats with increased efficiency. By leveraging advanced technologies such as scalable log management, real-time data correlation, and explainable artificial intelligence (AI), Graylog transforms complex data sets into actionable insights, enabling organizations to make informed decisions swiftly. The platform caters to a diverse range of users, from small businesses to large enterprises, all of whom require enhanced visibility and control over their IT environments. Graylog is particularly beneficial for security analysts and IT professionals who need to sift through vast amounts of log data to identify anomalies, track incidents, and ensure compliance with various regulatory standards. Its user-friendly interface and powerful analytical tools streamline the process of threat detection and response, making it an essential asset for organizations aiming to bolster their cybersecurity posture. Key features of Graylog include automated workflows that simplify repetitive tasks, anomaly detection capabilities that flag unusual patterns in data, and guided investigations that assist users in navigating complex security incidents. The platform also offers AI-driven summaries that distill critical information, allowing analysts to focus on high-priority issues without getting bogged down by excessive data. These features collectively enhance the speed and accuracy of threat responses, ensuring that security teams remain in control of their environments. Graylog's versatility is evident in its range of products, which includes Graylog Security, Enterprise, API Security, and Open solutions. Each product is tailored to meet the specific needs of different organizations, providing clarity and context across various operational landscapes. With a user base of over 60,000 organizations globally, Graylog has established itself as a trusted partner in the realm of cybersecurity and log management, helping teams navigate the complexities of modern threats while maintaining a clear focus on their objectives. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=paid_promo&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1136&secure%5Bmedium%5D=sponsored&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=42017&secure%5Bresource_id%5D=1136&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Flog-analysis&secure%5Btoken%5D=2c2d62f9c7b44345c95d4f05fb3a3f1a75aef567a005d5f61ab4127c60edb5a1&secure%5Burl%5D=https%3A%2F%2Fwww.graylog.org%2Foverview&secure%5Burl_type%5D=paid_promos) --- ## Log Analysis Software Features & Capabilities ### What are the Best Log Analysis Software with Live Tail? See your data, in real time, streaming into the system from multiple data sources **Top-rated Log Analysis Software for Live Tail:** - [Datadog](https://www.g2.com/products/datadog/reviews) - [Coralogix](https://www.g2.com/products/coralogix/reviews) - [Sentry](https://www.g2.com/products/sentry/reviews) [Explore Log Analysis Software with Live Tail](https://www.g2.com/categories/log-analysis/f/live-tail) ### What are the Best Log Analysis Software with Data Discovery? Drill down and explore data to discover new insights **Top-rated Log Analysis Software for Data Discovery:** - [Datadog](https://www.g2.com/products/datadog/reviews) - [Coralogix](https://www.g2.com/products/coralogix/reviews) - [Sentry](https://www.g2.com/products/sentry/reviews) [Explore Log Analysis Software with Data Discovery](https://www.g2.com/categories/log-analysis/f/data-discovery) ### What are the Best Log Analysis Software with Track Trends? Allows user to track log trends. **Top-rated Log Analysis Software for Track Trends:** - [Datadog](https://www.g2.com/products/datadog/reviews) - [Coralogix](https://www.g2.com/products/coralogix/reviews) - [Sentry](https://www.g2.com/products/sentry/reviews) [Explore Log Analysis Software with Track Trends](https://www.g2.com/categories/log-analysis/f/track-trends) ### What are the Best Log Analysis Software with Detect Anomalies? Identify and predict anomalies in real-time with outlier detection and uncover root-causes **Top-rated Log Analysis Software for Detect Anomalies:** - [Datadog](https://www.g2.com/products/datadog/reviews) - [Coralogix](https://www.g2.com/products/coralogix/reviews) - [Sentry](https://www.g2.com/products/sentry/reviews) [Explore Log Analysis Software with Detect Anomalies](https://www.g2.com/categories/log-analysis/f/detect-anomalies) ### What are the Best Log Analysis Software with Automated Tagging? See log data in context with automated tagging and correlation **Top-rated Log Analysis Software for Automated Tagging:** - [Datadog](https://www.g2.com/products/datadog/reviews) - [Coralogix](https://www.g2.com/products/coralogix/reviews) - [Sentry](https://www.g2.com/products/sentry/reviews) [Explore Log Analysis Software with Automated Tagging](https://www.g2.com/categories/log-analysis/f/automated-tagging) ## What Are the Top-Rated Log Analysis Software Products in 2026? ### 1. [Datadog](https://www.g2.com/products/datadog/reviews) 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:** 708 **How Do G2 Users Rate Datadog?** - **Alerts:** 8.6/10 (Category avg: 8.7/10) - **Data Sources:** 8.6/10 (Category avg: 8.8/10) - **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](https://www.g2.com/sellers/datadog) - **Company Website:** https://www.datadoghq.com/ - **Year Founded:** 2010 - **HQ Location:** New York - **Twitter:** @datadoghq (51,207 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1066442/ (9,386 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, DevOps Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 47% Mid-Market, 34% Enterprise #### What Are Datadog's Pros and Cons? **Pros:** - Monitoring (150 reviews) - Ease of Use (145 reviews) - Real-time Monitoring (122 reviews) - Features (98 reviews) - Analytics (94 reviews) **Cons:** - Expensive (102 reviews) - Pricing Issues (81 reviews) - Learning Curve (75 reviews) - Cost (65 reviews) - Learning Difficulty (56 reviews) ### What Do G2 Reviewers Say About Datadog? *AI-generated summary from verified user reviews* **Pros:** - Users value the **intuitive dashboard and comprehensive integrations** of Datadog for efficient system monitoring and insights. - Users appreciate the **ease of use** of Datadog, enabling straightforward setup and intuitive dashboard creation. - Users value the **real-time monitoring** capabilities of Datadog, enhancing visibility across diverse applications and infrastructure. - Users appreciate the **user-friendly design** of Datadog, allowing for easy setup and monitoring with robust features. - Users value the **intuitive analytics and seamless integration** that enhance monitoring and dashboard creation in Datadog. **Cons:** - Users consider Datadog **expensive** , feeling the pricing could be lower for the offered services and data retention. - Users find the **pricing issues** with Datadog problematic due to rapid cost scaling and high subscription fees. - Users find a **steep learning curve** for Datadog, struggling to keep up with new features and functionality. - Users find Datadog's **costs to be high and unpredictable** , especially with logs and additional features impacting budgets. - Users find **learning difficulty** in mastering Datadog’s complex features, often requiring additional training to utilize effectively. #### What Are Recent G2 Reviews of Datadog? **"[Easy Datadog Integration with Powerful, Insightful Dashboards](https://www.g2.com/survey_responses/datadog-review-12925009)"** **Rating:** 5.0/5.0 stars *— Gunther C.* [Read full review](https://www.g2.com/survey_responses/datadog-review-12925009) --- **"[Unified Observability with Powerful Integrations and Fast Root Cause Analysis](https://www.g2.com/survey_responses/datadog-review-12783228)"** **Rating:** 4.5/5.0 stars *— Ravindra N.* [Read full review](https://www.g2.com/survey_responses/datadog-review-12783228) --- #### What Are G2 Users Discussing About Datadog? - [How good is Datadog?](https://www.g2.com/discussions/how-good-is-datadog) - [Does Datadog use AWS?](https://www.g2.com/discussions/does-datadog-use-aws) - 2 comments - [What can Datadog monitor?](https://www.g2.com/discussions/what-can-datadog-monitor) - [What is the use of Datadog?](https://www.g2.com/discussions/what-is-the-use-of-datadog) - 3 comments ### 2. [New Relic](https://www.g2.com/products/new-relic/reviews) New Relic invented cloud APM for application engineers. Today it is a leader in observability and source of truth for all engineers to make decisions with data across their entire software stack and the software life cycle. There are an estimated 25 million engineers in the world across more than 25 distinct functions. As every company becomes a software company, engineers are using New Relic to gather real-time insights and trending data about the performance of their software so they can be more resilient and deliver exceptional customer experiences. Only New Relic provides an all-in-one platform that is built and sold as a unified experience. With New Relic, customers get access to a secure telemetry cloud for all metrics, events, logs, and traces; powerful full-stack analysis tools; and predictable user-based pricing. New Relic has also curated one of the industry’s largest ecosystems of open source integrations, making it easy for every engineer to get started with observability and use New Relic alongside their other favorite applications. **Average Rating:** 4.4/5.0 **Total Reviews:** 568 **How Do G2 Users Rate New Relic?** - **Alerts:** 9.3/10 (Category avg: 8.7/10) - **Data Sources:** 9.1/10 (Category avg: 8.8/10) - **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](https://www.g2.com/sellers/new-relic) - **Company Website:** https://newrelic.com - **Year Founded:** 2008 - **HQ Location:** San Francisco, CA - **Twitter:** @newrelic (65,727 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/426253/ (3,053 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% Mid-Market, 30% Enterprise #### What Are New Relic's Pros and Cons? **Pros:** - Ease of Use (150 reviews) - Real-time Monitoring (137 reviews) - Monitoring (117 reviews) - Insights (104 reviews) - Analytics (90 reviews) **Cons:** - Expensive (83 reviews) - Pricing Issues (68 reviews) - Learning Curve (66 reviews) - Complexity (59 reviews) - Difficult Learning (52 reviews) ### What Do G2 Reviewers Say About New Relic? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **intuitive UI** of New Relic, highlighting its ease of navigation and powerful visualization tools. - Users appreciate the **real-time monitoring** of New Relic, benefiting from instant insights and customizable dashboards. - Users value the **real-time monitoring** of New Relic, enabling proactive resolution of issues and enhanced application performance. - Users value the **comprehensive observability** and **real-time insights** offered by New Relic for enhanced performance monitoring. - Users value the **detailed analytics** in New Relic, benefiting from intuitive interfaces and real-time insights. **Cons:** - Users find New Relic's pricing model **expensive** , especially for smaller teams or those with high data volumes. - Users note **high pricing** for New Relic, which can be a barrier for those managing large-scale systems. - Users find the **steep learning curve** of New Relic challenging, which can hinder their initial setup and usage. - Users face a **steep learning curve** with New Relic, as its complex interface and pricing can be overwhelming. - Users find **difficult learning** curves with NRQL and extensive features, complicating onboarding and understanding of the tool. #### What Are Recent G2 Reviews of New Relic? **"[Real-Time Insights, Smooth Troubleshooting](https://www.g2.com/survey_responses/new-relic-review-12023699)"** **Rating:** 5.0/5.0 stars *— Rahul P.* [Read full review](https://www.g2.com/survey_responses/new-relic-review-12023699) --- **"[New Relic User Experience Review](https://www.g2.com/survey_responses/new-relic-review-10695865)"** **Rating:** 5.0/5.0 stars *— bhavik m.* [Read full review](https://www.g2.com/survey_responses/new-relic-review-10695865) --- #### What Are G2 Users Discussing About New Relic? - [What does observability mean?](https://www.g2.com/discussions/what-does-observability-mean) - [How do you use New Relic?](https://www.g2.com/discussions/how-do-you-use-new-relic) - [What is full stack visibility?](https://www.g2.com/discussions/what-is-full-stack-visibility) - 2 comments - [What is New Relic tool used for?](https://www.g2.com/discussions/what-is-new-relic-tool-used-for) - 1 comment ### 3. [Coralogix](https://www.g2.com/products/coralogix/reviews) Coralogix is a modern, full-stack observability platform transforming how businesses process and understand their data. Our unique architecture powers in-stream analytics without reliance on indexing or hot storage. We specialize in comprehensive monitoring of logs, metrics, trace and security events, enhancing operational efficiency and reducing total cost of ownership by up to 70%. Coralogix stands out for its simple pricing model, based solely on data volume ingested and retained, and offers free, fast customer support with less than 30 second response time and 1 hour resolution time. Our platform covers the entire range of observability with features such as APM, RUM, SIEM, Kubernetes monitoring and more, all streamlined for quick integration and immediate value. Components within the stream store the system state to provide stateful insights and real-time alerting without ever needing to index the data — so there are never any trade-offs to achieve observability. Once ingested, parsed, and enriched, data is written remotely to an archive bucket controlled by the client. The archive can be queried directly at any time, from the platform UI or via CLI, giving users infinite retention with full control over, and access to, their data. View and query your data from any dashboard using any syntax. Coralogix has successfully completed relevant security and privacy compliances by BDO including GDPR, SOC 2, PCI, HIPAA, and ISO 27001/27701. **Average Rating:** 4.6/5.0 **Total Reviews:** 339 **How Do G2 Users Rate Coralogix?** - **Alerts:** 8.7/10 (Category avg: 8.7/10) - **Data Sources:** 8.7/10 (Category avg: 8.8/10) - **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](https://www.g2.com/sellers/coralogix) - **Company Website:** https://www.coralogix.com - **Year Founded:** 2014 - **HQ Location:** San Francisco, CA - **Twitter:** @Coralogix (4,102 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3763125/ (591 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, DevOps Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 53% Mid-Market, 34% Enterprise #### What Are Coralogix's Pros and Cons? **Pros:** - Ease of Use (82 reviews) - Log Management (70 reviews) - Customer Support (65 reviews) - Real-time Monitoring (57 reviews) - User Interface (57 reviews) **Cons:** - Learning Curve (25 reviews) - Missing Features (25 reviews) - Difficult Learning (24 reviews) - Slow Performance (24 reviews) - Learning Difficulty (22 reviews) ### 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 for data analysis. - Users value the **integrated log management** in Coralogix, enhancing speed and accuracy in monitoring and analysis. - Users praise the **excellent customer support** from Coralogix, quickly resolving issues and enhancing the user experience. - Users value the **real-time monitoring** capabilities of Coralogix, enhancing understanding of user behavior and experience effectively. - Users appreciate the **intuitive user interface** of Coralogix, enhancing their experience with efficient log searching and exporting. **Cons:** - Users find the **learning curve steep** , making it challenging for beginners to navigate and utilize effectively. - Users find the **missing feature for downloading log results** frustrating, particularly for beginners navigating the interface. - Users find the **difficult learning** curve of Coralogix challenging, especially for beginners navigating numerous options and concepts. - Users experience **slow performance** , with long load times and memory issues affecting their overall user experience. - Users find the **learning difficulty** with Coralogix challenging for beginners, needing more accessible examples and guidance. #### What Are Recent G2 Reviews of Coralogix? **"[Coralogix Game Changer Logging Tool](https://www.g2.com/survey_responses/coralogix-review-11633887)"** **Rating:** 4.5/5.0 stars *— Shakti V.* [Read full review](https://www.g2.com/survey_responses/coralogix-review-11633887) --- **"[Reliable Log Monitoring with Room for Improvement](https://www.g2.com/survey_responses/coralogix-review-12091026)"** **Rating:** 4.5/5.0 stars *— Aayush M.* [Read full review](https://www.g2.com/survey_responses/coralogix-review-12091026) --- ### 4. [Sentry](https://www.g2.com/products/sentry/reviews) 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:** 213 **How Do G2 Users Rate Sentry?** - **Alerts:** 9.7/10 (Category avg: 8.7/10) - **Data Sources:** 8.8/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.0/10 (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](https://www.g2.com/sellers/sentry) - **Company Website:** https://sentry.io/ - **Year Founded:** 2011 - **HQ Location:** San Francisco, CA - **Twitter:** @getsentry (295 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/getsentry/ (436 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Software Developer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 60% Small-Business, 29% Mid-Market #### What Are Sentry's Pros and Cons? **Pros:** - Ease of Use (21 reviews) - Error Tracking (21 reviews) - Debugging (13 reviews) - Monitoring (13 reviews) - Features (11 reviews) **Cons:** - Pricing Issues (7 reviews) - Error Handling (6 reviews) - Expensive (6 reviews) - Complex Configuration (5 reviews) - Poor UI (5 reviews) ### What Do G2 Reviewers Say About Sentry? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Sentry, enabling quick implementation and straightforward issue monitoring. - Users value Sentry for its **fast and detailed error tracking** , enabling quicker issue resolution in production environments. - Users appreciate the **ease of debugging** with Sentry, praising its tracking features and real-time insights. - Users value Sentry's **versatile monitoring capabilities** , enabling effective observability and alerting for applications. - Users appreciate the **plentiful integrations** and **quick fault detection** offered by Sentry for seamless monitoring. **Cons:** - Users find Sentry's **pricing issues** a barrier, as plans are limited and costs can be high for small projects. - Users experience **frequent error budget depletion** and difficulty in pinpointing errors, impacting their monitoring capabilities. - Users feel the **expensive pricing** of Sentry limits accessibility, especially for those starting with smaller budgets. - Users often face **complex configuration** challenges during Sentry's initial setup, which can be daunting for beginners. - Users find the **UI too complex** , making navigation and usability challenging, especially for newcomers. #### What Are Recent G2 Reviews of Sentry? **"[Solid Integrations and Near Real-Time Error Tracking That Saves Debugging Time](https://www.g2.com/survey_responses/sentry-review-12699946)"** **Rating:** 5.0/5.0 stars *— Sudhir M.* [Read full review](https://www.g2.com/survey_responses/sentry-review-12699946) --- **"[Great Performance and a Usable Web UI with Helpful Slack Integration](https://www.g2.com/survey_responses/sentry-review-12908571)"** **Rating:** 4.5/5.0 stars *— Leonardo I.* [Read full review](https://www.g2.com/survey_responses/sentry-review-12908571) --- #### What Are G2 Users Discussing About Sentry? - [What is your primary use case for Sentry in application monitoring, and how has it impacted your development process?](https://www.g2.com/discussions/what-is-your-primary-use-case-for-sentry-in-application-monitoring-and-how-has-it-impacted-your-development-process) - 1 comment, 1 upvote - [What is Sentry bug tracker?](https://www.g2.com/discussions/what-is-sentry-bug-tracker) - [What is Sentry and how it works?](https://www.g2.com/discussions/what-is-sentry-and-how-it-works) - [What is Sentry used for?](https://www.g2.com/discussions/what-is-sentry-used-for) - [What is a Sentry Software?](https://www.g2.com/discussions/what-is-a-sentry-software) ### 5. [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) Sumo Logic, Inc. unifies and analyzes enterprise data, translating it into actionable insights through one AI-powered cloud-native log analytics platform. This single source of truth enables Dev, Sec and Ops teams to simplify complexity, collaborate efficiently and accelerate data-driven decisions that drive business value. Customers around the world rely on the Sumo Logic SaaS Log Analytics Platform for trusted insights to ensure application reliability, secure and protect against modern security threats, and gain insights into their cloud infrastructures. For more information, visit: SUMOLOGIC.COM **Average Rating:** 4.3/5.0 **Total Reviews:** 391 **How Do G2 Users Rate Sumo Logic?** - **Alerts:** 8.1/10 (Category avg: 8.7/10) - **Data Sources:** 8.2/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.7/10 (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](https://www.g2.com/sellers/sumo-logic) - **Company Website:** https://www.sumologic.com - **Year Founded:** 2010 - **HQ Location:** Redwood City, CA - **Twitter:** @SumoLogic (6,542 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1037816/ (838 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Senior Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 48% Mid-Market, 37% Enterprise #### What Are Sumo Logic's Pros and Cons? **Pros:** - Ease of Use (63 reviews) - Log Management (46 reviews) - Features (37 reviews) - Real-time Monitoring (37 reviews) - Insights (35 reviews) **Cons:** - Difficult Learning (21 reviews) - Learning Curve (21 reviews) - Learning Difficulty (21 reviews) - Expensive (19 reviews) - Slow Performance (18 reviews) ### What Do G2 Reviewers Say About Sumo Logic? *AI-generated summary from verified user reviews* **Pros:** - Users find Sumo Logic's **ease of use** impressive, making query learning and configurations straightforward and efficient. - Users appreciate the **ease of searching and configuring logs** in Sumo Logic, facilitating efficient monitoring and tracing. - Users appreciate the **continuous intelligence feature** of Sumo Logic, quickly transforming data into actionable insights for rapid issue resolution. - Users value the **real-time monitoring** capabilities of Sumo Logic, enabling swift insights and effective data management. - Users value the **powerful visualization and flexibility** of Sumo Logic for effective KPI display and log management. **Cons:** - Users find the **difficult learning curve** of Sumo Logic challenging, requiring significant time for proficiency and setup. - Users find the **learning curve steep** , requiring significant time to master the complex query language and features. - Users find the **steep learning curve** of Sumo Logic challenging, requiring significant time to master its features. - Users feel Sumo Logic is **expensive** , often questioning if the value justifies the high cost compared to alternatives. - Users often experience **slow performance** with Sumo Logic, citing delays in alerts and a cumbersome interface. #### What Are Recent G2 Reviews of Sumo Logic? **"[Centralized Logging with Intuitive Dashboards](https://www.g2.com/survey_responses/sumo-logic-review-12948839)"** **Rating:** 4.5/5.0 stars *— Sudarshan B.* [Read full review](https://www.g2.com/survey_responses/sumo-logic-review-12948839) --- **"[AI Activity Monitoring That Makes Auditing and Debugging Easy](https://www.g2.com/survey_responses/sumo-logic-review-12888562)"** **Rating:** 4.5/5.0 stars *— Vishal S.* [Read full review](https://www.g2.com/survey_responses/sumo-logic-review-12888562) --- #### What Are G2 Users Discussing About Sumo Logic? - [What is Cloud SOAR used for?](https://www.g2.com/discussions/what-is-cloud-soar-used-for) - 1 comment, 1 upvote - [Is Sumo Logic a SIEM?](https://www.g2.com/discussions/is-sumo-logic-a-siem) - [What is Sumo Logic used for?](https://www.g2.com/discussions/what-is-sumo-logic-used-for) - [Who are Sumo Logic competitors?](https://www.g2.com/discussions/who-are-sumo-logic-competitors) - 1 comment - [How much does Sumo Logic cost?](https://www.g2.com/discussions/how-much-does-sumo-logic-cost) ### 6. [Dynatrace](https://www.g2.com/products/dynatrace/reviews) Dynatrace is advancing observability for today’s digital businesses, helping to transform the complexity of modern digital ecosystems into powerful business assets. By leveraging AI-powered insights, Dynatrace enables organizations to analyze, automate, and innovate faster to drive their business forward. Learn more at www.dynatrace.com. **Average Rating:** 4.5/5.0 **Total Reviews:** 1,231 **How Do G2 Users Rate Dynatrace?** - **Alerts:** 8.5/10 (Category avg: 8.7/10) - **Data Sources:** 8.7/10 (Category avg: 8.8/10) - **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](https://www.g2.com/sellers/dynatrace) - **Year Founded:** 2005 - **HQ Location:** Boston, MA - **Twitter:** @Dynatrace (18,668 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/125999/ (6,060 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% Enterprise, 23% Mid-Market #### What Are Dynatrace's Pros and Cons? **Pros:** - Ease of Use (112 reviews) - Insights (69 reviews) - Monitoring (63 reviews) - Debugging (62 reviews) - Features (62 reviews) **Cons:** - Learning Curve (56 reviews) - Missing Features (53 reviews) - Complexity (42 reviews) - Learning Difficulty (36 reviews) - Expensive (33 reviews) ### What Do G2 Reviewers Say About Dynatrace? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Dynatrace, effortlessly instrumenting applications with great customer support. - Users value the **intuitive dashboarding and monitoring features** of Dynatrace, enhancing executive data visibility effortlessly. - Users value the **advanced monitoring capabilities** of Dynatrace, enabling quick issue identification and proactive performance management. - Users value the **effective problem identification** capabilities of Dynatrace, enhancing their troubleshooting process significantly. - Users value the **comprehensive insights** from Dynatrace, enhancing monitoring and analysis across applications and services. **Cons:** - Users find the **steep learning curve** of Dynatrace challenging, making it hard to utilize its numerous features effectively. - Users find that **missing features** like OTel support and detailed event analysis hinder their experience with Dynatrace. - Users find the **complexity** of Dynatrace challenging, making it difficult to fully utilize its extensive features. - Users find the **learning difficulty** overwhelming due to the vast information and inconsistencies in usability. - Users find Dynatrace **expensive** , particularly affecting smaller companies and making experimentation feel financially risky. #### What Are Recent G2 Reviews of Dynatrace? **"[Davis AI Delivers Clear Root-Cause Insights and Real-Time User Monitoring](https://www.g2.com/survey_responses/dynatrace-review-12645823)"** **Rating:** 4.5/5.0 stars *— Sabina K.* [Read full review](https://www.g2.com/survey_responses/dynatrace-review-12645823) --- **"[Fully Automated Root-Cause Analysis with Lightning-Fast Performance](https://www.g2.com/survey_responses/dynatrace-review-12592533)"** **Rating:** 4.5/5.0 stars *— Chirag A.* [Read full review](https://www.g2.com/survey_responses/dynatrace-review-12592533) --- #### What Are G2 Users Discussing About Dynatrace? - [What is Dynatrace used for?](https://www.g2.com/discussions/what-is-dynatrace-used-for) - 3 comments - [How do you use Rookout?](https://www.g2.com/discussions/how-do-you-use-rookout) - [What is the use of Rookout?](https://www.g2.com/discussions/what-is-the-use-of-rookout) - [What is offline debugging?](https://www.g2.com/discussions/what-is-offline-debugging) - [What does Rookout do?](https://www.g2.com/discussions/what-does-rookout-do) - 2 comments ### 7. [Elastic Stack](https://www.g2.com/products/elastic-stack/reviews) 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: 8.8/10) - **Has the product been a good partner in doing business?:** 8.5/10 (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](https://www.g2.com/sellers/elastic) - **Year Founded:** 2012 - **HQ Location:** San Francisco, CA - **Twitter:** @elastic (65,200 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/814025/ (5,079 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:** 47% Mid-Market, 34% Enterprise #### What Are Elastic Stack's Pros and Cons? **Pros:** - Ease of Use (3 reviews) - Flexibility (3 reviews) - Log Management (3 reviews) - Search Efficiency (3 reviews) - Versatility (3 reviews) **Cons:** - Resource Management (3 reviews) - Complexity Issues (2 reviews) - Expensive (2 reviews) - High Memory Usage (2 reviews) - Learning Curve (2 reviews) ### 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, finding it simple to integrate and visualize data seamlessly. - Users highlight the **flexibility** of Elastic Stack, enabling seamless integration and customization across various deployment models. - Users appreciate the **unified log management** of Elastic Stack, enhancing issue correlation and system understanding. - Users value the **search efficiency** of Elastic Stack, enhancing quick correlation of issues and understanding system behavior. - Users highlight the **versatility** of Elastic Stack, enjoying its seamless integration and flexible model options for data handling. **Cons:** - Users find that managing **resource-intensive clusters** requires significant expertise and can lead to performance issues over time. - Users face **complexity issues** with Elastic Stack, needing expertise for tuning, upgrades, and troubleshooting for optimal performance. - Users find Elastic Stack to be **expensive** at scale due to high resource demands and costly licensing for advanced features. - Users note the **high memory usage** of Elastic Stack, making it costly and challenging to manage at scale. - Users find the **learning curve steep** for Elastic Stack, requiring significant expertise for optimal performance and resource management. #### What Are Recent G2 Reviews of Elastic Stack? **"[Elastic Stack: Real-Time Scalability, Fast Search, and Powerful Kibana Visualizations](https://www.g2.com/survey_responses/elastic-stack-review-12683691)"** **Rating:** 5.0/5.0 stars *— Jai P.* [Read full review](https://www.g2.com/survey_responses/elastic-stack-review-12683691) --- **"[Powerful Centralized Log Management with Elastic Stack](https://www.g2.com/survey_responses/elastic-stack-review-12951407)"** **Rating:** 4.0/5.0 stars *— Ravindra N.* [Read full review](https://www.g2.com/survey_responses/elastic-stack-review-12951407) --- #### What Are G2 Users Discussing About Elastic Stack? - [How has Elastic Stack impacted your data search and analytics capabilities, and what do you recommend to new users?](https://www.g2.com/discussions/how-has-elastic-stack-impacted-your-data-search-and-analytics-capabilities-and-what-do-you-recommend-to-new-users) - [What is Kibana monitoring?](https://www.g2.com/discussions/what-is-kibana-monitoring) - [What is Grafana and Kibana?](https://www.g2.com/discussions/what-is-grafana-and-kibana) - 1 comment - [What is Kibana built with?](https://www.g2.com/discussions/what-is-kibana-built-with) - [What are the features of Kibana?](https://www.g2.com/discussions/what-are-the-features-of-kibana) - 1 comment ### 8. [ManageEngine ADAudit Plus](https://www.g2.com/products/manageengine-adaudit-plus/reviews) ADAudit Plus is a UBA-driven auditor that helps keep your AD, Azure AD, file systems (including Windows, NetApp, EMC, Synology, Hitachi, and Huawei), Windows servers, and workstations secure and compliant. ADAudit Plus transforms raw and noisy event log data into real-time reports and alerts, enabling you to get full visibility into activities happening across your Windows Server ecosystem in just a few clicks. More than 10,000 organizations across the world trust ADAudit Plus to: 1. Instantly notify them about changes in their Windows Server environments. 2. Continuously track Windows user logon activity. 3. Monitor the active and idle time spent by employees at their workstations. 4. Detect and troubleshoot AD account lockouts. 5. Provide a consolidated audit trail of privileged user activities across their domains. 6. Track changes and sign-ins in Azure AD. 7. Audit file accesses across Windows, NetApp, EMC, Synology, Hitachi, and Huawei file systems. 8. Monitor file integrity across local files residing on Windows systems. 9. Mitigate insider threats by leveraging UBA and response automation. 10. Generate audit-ready compliance reports for SOX, the GDPR, and other IT mandates. **Average Rating:** 4.6/5.0 **Total Reviews:** 57 **How Do G2 Users Rate ManageEngine ADAudit Plus?** - **Alerts:** 9.4/10 (Category avg: 8.7/10) - **Data Sources:** 8.3/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 8.9/10) - **Metric and Event Data:** 8.7/10 (Category avg: 8.7/10) **Who Is the Company Behind ManageEngine ADAudit Plus?** - **Seller:** [Zoho](https://www.g2.com/sellers/zoho-b00ca9d5-bca8-41b5-a8ad-275480841704) - **Year Founded:** 1996 - **HQ Location:** Austin, TX - **Twitter:** @Zoho (137,880 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/38373/ (30,766 employees on LinkedIn®) - **Phone:** +1 (888) 900-9646 **Who Uses This Product?** - **Top Industries:** Hospital & Health Care, Information Technology and Services - **Company Size:** 58% Mid-Market, 33% Enterprise #### What Are ManageEngine ADAudit Plus's Pros and Cons? **Pros:** - Reporting (3 reviews) - Dashboard Usability (2 reviews) - Features (2 reviews) - Dashboard Design (1 reviews) - Detailed Information (1 reviews) **Cons:** - Alert Management (1 reviews) - Data Overload (1 reviews) - Expensive (1 reviews) - False Positives (1 reviews) - High Resource Usage (1 reviews) ### What Do G2 Reviewers Say About ManageEngine ADAudit Plus? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **depth of visibility and robust reporting** provided by ManageEngine ADAudit Plus, enhancing their auditing capabilities. - Users appreciate the **clean and intuitive dashboard** of ADAudit Plus, providing excellent visibility into Active Directory activities. - Users appreciate the **ease of setup and comprehensive reporting features** of ManageEngine ADAudit Plus for effective monitoring. - Users find the **dashboard design** of ADAudit Plus helpful for gaining insights into their Active Directory environment. - Users appreciate the **detailed reporting options** in ADAudit Plus, enhancing their visibility into Active Directory activities. **Cons:** - Users find the **limited alert management options** to be confusing, impacting their ability to effectively utilize alerts. - Users often experience **data overload** , struggling to locate reports despite a helpful search feature. - Users find ADAudit Plus to be **expensive** , weighing its high cost against support quality and language clarity. - Users note **false positives** can be common, creating confusion when trying to interpret alerts effectively. - Users are concerned about the **high resource usage** of ManageEngine ADAudit Plus, impacting system performance. #### What Are Recent G2 Reviews of ManageEngine ADAudit Plus? **"[Easy Setup, Powerful Reporting, and Great Value](https://www.g2.com/survey_responses/manageengine-adaudit-plus-review-12999020)"** **Rating:** 4.5/5.0 stars *— Ryan A.* [Read full review](https://www.g2.com/survey_responses/manageengine-adaudit-plus-review-12999020) --- **"[Great Tool for Active Directory Auditing and Investigations](https://www.g2.com/survey_responses/manageengine-adaudit-plus-review-13001820)"** **Rating:** 5.0/5.0 stars *— Jose R.* [Read full review](https://www.g2.com/survey_responses/manageengine-adaudit-plus-review-13001820) --- #### What Are G2 Users Discussing About ManageEngine ADAudit Plus? - [What does AD audit do?](https://www.g2.com/discussions/what-does-ad-audit-do) - [Is Ad audit plus a SIEM?](https://www.g2.com/discussions/is-ad-audit-plus-a-siem) - [What is ManageEngine Audit Plus?](https://www.g2.com/discussions/what-is-manageengine-audit-plus) - [What does ADAudit plus do?](https://www.g2.com/discussions/what-does-adaudit-plus-do) ### 9. [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) Find out what is happening in your business and take meaningful action quickly with Splunk Enterprise. Automate the collection, indexing and alerting of machine data that's critical to your operations. Uncover the actionable insights from all your data — no matter the source or format. Leverage artificial intelligence and machine learning for predictive and proactive business decisions. **Average Rating:** 4.3/5.0 **Total Reviews:** 413 **How Do G2 Users Rate Splunk Enterprise?** - **Alerts:** 8.8/10 (Category avg: 8.7/10) - **Data Sources:** 9.0/10 (Category avg: 8.8/10) - **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](https://www.g2.com/sellers/cisco) - **Year Founded:** 1984 - **HQ Location:** San Jose, CA - **Twitter:** @Cisco (720,366 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/cisco/ (95,545 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% Enterprise, 27% Mid-Market #### What Are Splunk Enterprise's Pros and Cons? **Pros:** - Ease of Use (46 reviews) - Log Management (31 reviews) - Integrations (26 reviews) - Features (25 reviews) - Dashboards (23 reviews) **Cons:** - Expensive (32 reviews) - Learning Curve (29 reviews) - Slow Performance (19 reviews) - Complexity (18 reviews) - Pricing Issues (18 reviews) ### What Do G2 Reviewers Say About Splunk Enterprise? *AI-generated summary from verified user reviews* **Pros:** - Users find **Splunk Enterprise easy to use** , appreciating its intuitive UI and efficient data handling capabilities. - Users value the **robust data ingestion** capabilities of Splunk Enterprise, effortlessly managing diverse data from multiple sources. - Users commend the **seamless integrations** with various vendors, enhancing data management and analysis effortlessly. - Users value the **flexibility and efficiency** of Splunk Enterprise for analyzing large datasets and customizing workflows. - Users value the **brilliant visualization capabilities** of Splunk Enterprise, enhancing data analysis and pattern recognition. **Cons:** - Users find Splunk Enterprise **expensive** with high renewal costs and affordability issues, especially for large organizations. - Users find Splunk Enterprise has a steep **learning curve** that makes it challenging for new users to navigate effectively. - Users often experience **slow performance** with Splunk Enterprise, impacting usability and hindering effective troubleshooting. - Users find **complex configuration** challenging, requiring effort to optimize performance and navigate the interface effectively. - Users find the **pricing issues** with Splunk Enterprise challenging, citing high costs and limitations for individuals. #### What Are Recent G2 Reviews of Splunk Enterprise? **"[SPL search and dashboards are really useful](https://www.g2.com/survey_responses/splunk-enterprise-review-12547655)"** **Rating:** 4.0/5.0 stars *— Nishith J.* [Read full review](https://www.g2.com/survey_responses/splunk-enterprise-review-12547655) --- **"[Splunk Enterprise Makes Endpoint Data Collection and Troubleshooting Easy at Scale](https://www.g2.com/survey_responses/splunk-enterprise-review-6749798)"** **Rating:** 4.0/5.0 stars *— Robert B.* [Read full review](https://www.g2.com/survey_responses/splunk-enterprise-review-6749798) --- #### What Are G2 Users Discussing About Splunk Enterprise? - [What is Splunk Enterprise used for?](https://www.g2.com/discussions/what-is-splunk-enterprise-used-for) - 1 comment - [What is the difference between Splunk Enterprise and Splunk Enterprise Security?](https://www.g2.com/discussions/splunk-enterprise-what-is-the-difference-between-splunk-enterprise-and-splunk-enterprise-security) - 1 comment - [What are Splunk Enterprise components?](https://www.g2.com/discussions/what-are-splunk-enterprise-components) - 1 comment - [Which apps ship with Splunk Enterprise?](https://www.g2.com/discussions/which-apps-ship-with-splunk-enterprise) - 1 comment - [What does Splunk Enterprise do?](https://www.g2.com/discussions/what-does-splunk-enterprise-do) - 1 comment ### 10. [Site24x7](https://www.g2.com/products/site24x7/reviews) 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:** 427 **How Do G2 Users Rate Site24x7?** - **Alerts:** 8.9/10 (Category avg: 8.7/10) - **Data Sources:** 8.7/10 (Category avg: 8.8/10) - **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](https://www.g2.com/sellers/zoho-b00ca9d5-bca8-41b5-a8ad-275480841704) - **Year Founded:** 1996 - **HQ Location:** Austin, TX - **Twitter:** @Zoho (137,880 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/38373/ (30,766 employees on LinkedIn®) - **Phone:** +1 (888) 900-9646 **Who Uses This Product?** - **Who Uses This:** CEO, CTO - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 45% Mid-Market, 43% Small-Business #### What Are Site24x7's Pros and Cons? **Pros:** - Ease of Use (78 reviews) - Monitoring (73 reviews) - Real-time Monitoring (61 reviews) - Monitoring Features (52 reviews) - Monitoring Services (49 reviews) **Cons:** - Complexity (25 reviews) - Alert Issues (23 reviews) - Learning Curve (21 reviews) - Expensive (20 reviews) - Not User-Friendly (18 reviews) ### What Do G2 Reviewers Say About Site24x7? *AI-generated summary from verified user reviews* **Pros:** - Users love the **ease of use** of Site24x7, finding its implementation and features straightforward and beneficial. - Users appreciate the **single pane of glass** visibility in Site24x7, enhancing efficiency and integration for monitoring. - Users value the **real-time monitoring** feature of Site24x7, appreciating its comprehensive coverage and user-friendly interface. - Users benefit from the **vast monitoring options** of Site24x7, making it easy to track multiple resources effectively. - Users value the **extensive visibility and ease of setup** offered by Site24x7, making monitoring seamless and efficient. **Cons:** - Users find the **tool integration process complex** , with too many options making it confusing and overwhelming. - Users face **missing alerts** that hinder their monitoring experience and limit visibility into important system activities. - Users find the **learning curve for advanced features** of Site24x7 steep, making adoption and changes challenging. - Users find the pricing to be **expensive** and confusing, especially for smaller businesses and startups. - Users feel the **interface is not user-friendly** , finding it overwhelming due to the numerous available options. #### What Are Recent G2 Reviews of Site24x7? **"[Significantly more satisfied with Site24x7: Clear mobile app with a clear status overview](https://www.g2.com/survey_responses/site24x7-review-12980837)"** **Rating:** 4.5/5.0 stars *— Verified User in Consumer Goods* [Read full review](https://www.g2.com/survey_responses/site24x7-review-12980837) --- **"[Single Dashboard Monitoring That Makes Infrastructure Management Effortless](https://www.g2.com/survey_responses/site24x7-review-11331109)"** **Rating:** 4.5/5.0 stars *— Kavikumar N.* [Read full review](https://www.g2.com/survey_responses/site24x7-review-11331109) --- #### What Are G2 Users Discussing About Site24x7? - [What is the use of network monitoring tool?](https://www.g2.com/discussions/what-is-the-use-of-network-monitoring-tool) - [What is Site24x7?](https://www.g2.com/discussions/what-is-site24x7) - 1 comment - [What are the key features of network monitoring tool?](https://www.g2.com/discussions/what-are-the-key-features-of-network-monitoring-tool) - [What is the use of Site24x7?](https://www.g2.com/discussions/what-is-the-use-of-site24x7) - 1 comment ### 11. [Dash0](https://www.g2.com/products/dash0/reviews) Dash0 is the only OpenTelemetry Native observability platform built with developers in mind. With granular, resource-centric monitoring, Dash0 provides real-time visibility across your applications and infrastructure. Its simple, transparent pricing and seamless integration with open standards like Perses, PromQL, and Kubernetes make it a breeze to use. Dash0 helps you quickly spot issues and optimize performance with actionable insights from logs, traces, and metrics, all in one place. **Average Rating:** 4.8/5.0 **Total Reviews:** 42 **How Do G2 Users Rate Dash0?** - **Alerts:** 9.0/10 (Category avg: 8.7/10) - **Data Sources:** 9.6/10 (Category avg: 8.8/10) - **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](https://www.g2.com/sellers/dash0-d8c455c3-cd78-4a96-904e-add5fd91946b) - **Company Website:** https://www.dash0.com - **Year Founded:** 2023 - **HQ Location:** New York - **Twitter:** @dash0hq (2,320 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/dash0hq (167 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 50% Small-Business, 31% Mid-Market #### What Are Dash0's Pros and Cons? **Pros:** - Ease of Use (31 reviews) - Customer Support (30 reviews) - User Interface (24 reviews) - Easy Setup (20 reviews) - Easy Integrations (18 reviews) **Cons:** - Limited Features (10 reviews) - Feature Deficiency (9 reviews) - Missing Features (9 reviews) - Limited Customization (6 reviews) - Feature Limitations (5 reviews) ### What Do G2 Reviewers Say About Dash0? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **ease of use** of Dash0, appreciating its smooth onboarding and user-friendly interface. - Users value the **responsive customer support** of Dash0, appreciating timely assistance from knowledgeable engineers. - Users commend the **user-friendly interface** of Dash0, which simplifies metric visualization and enhances overall operational efficiency. - Users appreciate the **easy setup** of Dash0, making onboarding and daily operations smooth and efficient. - Users love the **easy integrations** with Dash0, praising its smooth setup and simplicity in data management. **Cons:** - Users note the **limited features** of Dash0, as it still lacks several advanced functionalities compared to competitors. - Users note significant **feature deficiencies** in Dash0, as it lacks some advanced options compared to established tools. - Users note the **missing features** in Dash0 compared to competitors, but appreciate the team's rapid development and responsiveness. - Users find **limited customization** in Dash0's dashboards, impacting their ability to access comprehensive observability features. - Users note significant **feature limitations** in Dash0, lacking advanced capabilities and complete integration documentation. #### What Are Recent G2 Reviews of Dash0? **"[Dash0 impresses with a focus on OpenTelemetry, fast UI, strong support, and full cost control.](https://www.g2.com/survey_responses/dash0-review-12458066)"** **Rating:** 5.0/5.0 stars *— Verified User in Computer Software* [Read full review](https://www.g2.com/survey_responses/dash0-review-12458066) --- **"[Sleek, OTel-Native Observability with Fast UI and Excellent Support](https://www.g2.com/survey_responses/dash0-review-12212252)"** **Rating:** 4.5/5.0 stars *— Michael E.* [Read full review](https://www.g2.com/survey_responses/dash0-review-12212252) --- ### 12. [Panther](https://www.g2.com/products/panther/reviews) Panther is the AI SOC Platform that scales security expertise by embedding AI agents across your security operations with native access to your data lake, detection logic, and organizational knowledge. Unlike bolt-on tools, Panther's closed-loop architecture turns every alert into compounding intelligence that makes the system smarter over time. Request a demo today at: https://panther.com/product/request-a-demo/ **Average Rating:** 4.7/5.0 **Total Reviews:** 49 **How Do G2 Users Rate Panther?** - **Alerts:** 9.5/10 (Category avg: 8.7/10) - **Data Sources:** 9.8/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.9/10 (Category avg: 8.9/10) - **Metric and Event Data:** 9.4/10 (Category avg: 8.7/10) **Who Is the Company Behind Panther?** - **Seller:** [Panther Labs](https://www.g2.com/sellers/panther-labs) - **Company Website:** https://panther.com/ - **Year Founded:** 2018 - **HQ Location:** San Francisco, CA - **Twitter:** @runpanther (4,437 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/runpanther/ (300 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Senior Security Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 53% Mid-Market, 29% Enterprise #### What Are Panther's Pros and Cons? **Pros:** - Customer Support (13 reviews) - Detection Efficiency (12 reviews) - Ease of Use (12 reviews) - Easy Integrations (11 reviews) - Features (11 reviews) **Cons:** - Missing Features (5 reviews) - Complexity (4 reviews) - Alert Management (3 reviews) - Complex Configuration (3 reviews) - Dashboard Issues (3 reviews) ### What Do G2 Reviewers Say About Panther? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **exceptional customer support** of Panther, praising its responsiveness and commitment to resolving issues promptly. - Users highlight Panther's **detection efficiency** , appreciating its purposeful features and robust capabilities for custom log analysis. - Users find Panther's **intuitive interface** and comprehensive documentation enhance navigation, making it easy for everyone. - Users value the **easy integrations** of Panther, facilitating smooth implementation and effective collaboration for small teams. - Users value the **purposeful features** of Panther, appreciating its effective search and constant improvements tailored to needs. **Cons:** - Users find Panther has **missing features** like inadequate version control and underwhelming response workflow options. - Users find the **complexity in managing versions** and the steep learning curve challenging, particularly for non-technical teams. - Users find the **Alert Management system limited** in customization, requiring considerable effort to optimize alert configurations. - Users find the **complex configuration** of Panther challenging, requiring significant effort to achieve a smooth setup. - Users express concerns over **dashboard issues** , citing limitations in functionality, customization, and overall maturity of the feature. #### What Are Recent G2 Reviews of Panther? **"[Panther’s SIEM + AI Makes Triage and Threat Hunting Fast and Seamless](https://www.g2.com/survey_responses/panther-review-12919421)"** **Rating:** 5.0/5.0 stars *— Richard E.* [Read full review](https://www.g2.com/survey_responses/panther-review-12919421) --- **"[Panther Makes Security Operations Simpler and Faster](https://www.g2.com/survey_responses/panther-review-12890548)"** **Rating:** 5.0/5.0 stars *— Busra K.* [Read full review](https://www.g2.com/survey_responses/panther-review-12890548) --- #### What Are G2 Users Discussing About Panther? - [What is Panther used for?](https://www.g2.com/discussions/what-is-panther-used-for) - 1 comment ### 13. [Last9](https://www.g2.com/products/last9-last9/reviews) Last9 is the preferred single pane of observability for Logs, Traces, Metrics, built for modern engineering teams and high cardinality environments. — OpenTelemetry native, Cloud Native and Prometheus compatible, with support for 100+ integrations — Simple pricing model with a predictable “pay for what you use” plan, no per host or per user billing ——— Application developers, infrastructure engineers, DevOps & SREs, and business users send their Logs, Traces, and Metrics to Last9’s telemetry warehouse to monitor their services and systems and run alerting with anomaly algorithms for changes in patterns and behavior. Users are provided a Control Plane, as a first-class developer experience, to manage their telemetry data, its lifecycle, and its associated costs. Pre-Ingestion Workflows to filter, drop, and enrich data even before it’s stored don’t require instrumentation or code changes, and also enable engineering teams to not sacrifice visibility for cost optimizations. With Last9 built for high cardinality in mind — a generous 20M active time series per metric per day is supported, and tools like Cardinality Explorer & Streaming Aggregations allow identifying and handling telemetry with large cardinality. With correlated telemetry, Last9’s native explorer for Logs, Traces, and Metrics empowers users to quickly debug issues and not change context by allowing to jump between telemetry data, teams have the flexibility to use any tool that they’re comfortable with — either the embedded Grafana dashboard that Last9 comes with, or use Last9 as a data source for their preferred visualization tool. Organizations can choose between a SaaS or a BYOC/on-prem deployment model. Last9 is available on both AWS and GCP marketplaces. ——— Customers include Replit, Disney+ Hotstar, Clevertap, Circle, Probo, and Quickwork. Last9 is backed by Sequoia India (now called Peak XV) and Better Capital, along with a handful of prominent angels and advisors from Hashicorp, GoJek, Razorpay, Sendbird, and more. **Average Rating:** 4.7/5.0 **Total Reviews:** 51 **How Do G2 Users Rate Last9?** - **Alerts:** 9.3/10 (Category avg: 8.7/10) - **Data Sources:** 9.2/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 8.9/10) - **Metric and Event Data:** 9.0/10 (Category avg: 8.7/10) **Who Is the Company Behind Last9?** - **Seller:** [Last9](https://www.g2.com/sellers/last9) - **Company Website:** https://last9.io/ - **Year Founded:** 2020 - **HQ Location:** San Francisco, California - **Twitter:** @last9io (3,031 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/last9/ (32 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Senior Software Engineer - **Top Industries:** Computer Software, Financial Services - **Company Size:** 67% Mid-Market, 31% Small-Business #### What Are Last9's Pros and Cons? **Pros:** - Ease of Use (26 reviews) - Customer Support (23 reviews) - Reliability (20 reviews) - Easy Integrations (17 reviews) - Integrations (17 reviews) **Cons:** - Difficult Learning (8 reviews) - Dashboard Issues (7 reviews) - Learning Curve (7 reviews) - Feature Deficiency (6 reviews) - Learning Difficulty (6 reviews) ### What Do G2 Reviewers Say About Last9? *AI-generated summary from verified user reviews* **Pros:** - Users find Last9 to be **very easy to use** , appreciating its intuitive UI and seamless integration for monitoring. - Users value the **excellent customer support** from Last9, appreciating the quick responses and personalized assistance. - Users value the **high reliability** of Last9, benefiting from its impressive support and efficient operational capabilities. - Users value the **easy integrations** of Last9, facilitating seamless setup and enhancing their operational efficiency. - Users value the **unified observability** approach of Last9, streamlining logs, traces, and metrics into one platform. **Cons:** - Users experience a **difficult learning curve** with Last9, finding initial concepts overwhelming and requiring extra time for adjustment. - Users experience **dashboard issues** with data logging and UI responsiveness, affecting troubleshooting and overall functionality. - Users experience a **steep learning curve** with Last9, requiring additional time and guidance to maximize its features. - Users note the **lack of native multi-tab support** in Last9, hindering efficient workflow management across various logs. - Users face a **challenging learning curve** initially, requiring extra time for effective use and understanding of Last9. #### What Are Recent G2 Reviews of Last9? **"[A critical piece of our new telemetry system](https://www.g2.com/survey_responses/last9-review-11715641)"** **Rating:** 5.0/5.0 stars *— Brennan W.* [Read full review](https://www.g2.com/survey_responses/last9-review-11715641) --- **"[Clarity-Driven Reliability That Empowers Confident Teams](https://www.g2.com/survey_responses/last9-review-11971698)"** **Rating:** 5.0/5.0 stars *— Jayshree S.* [Read full review](https://www.g2.com/survey_responses/last9-review-11971698) --- ### 14. [Progress MOVEit](https://www.g2.com/products/progress-moveit/reviews) Progress MOVEit software helps IT operations, enterprise architecture, security and compliance teams automate and secure enterprise file transfers while supporting strict regulatory requirements such as HIPAA, PCI DSS and GDPR. When file transfer volumes grow and oversight requirements tighten, fragmented tools and manual processes can increase operational risk, cause productivity fire drills and add complexity to audit preps. Progress MOVEit Transfer centralizes managed file transfer activity into a single, controlled environment to improve visibility, governance and reliability of mission-critical data flows. Progress MOVEit Cloud extends these capabilities through a fully managed, auditor-certified SaaS deployment that leverages the same documented controls, encryption, detailed audit logging and role-based access without the burden of infrastructure management or software upgrades. Progress MOVEit Automation adds no-code, policy-driven file transfer orchestration that replaces manual scripting, reducing errors that lead to missed SLAs and delays in downstream workflows. MOVEit Automation supports the protocols businesses use today (SFTP, FTPS, HTTPS and more) and seamlessly connects to legacy and cloud endpoints with native connectors. Together, MOVEit Transfer, MOVEit Cloud and MOVEit Automation help regulated organizations or businesses with private data reduce risk, improve operational efficiency and maintain consistent control over data movement. Start your 30-day trial, get a quote, or request more information at www.progress.com/moveit **Average Rating:** 4.4/5.0 **Total Reviews:** 519 **How Do G2 Users Rate Progress MOVEit?** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 8.9/10) **Who Is the Company Behind Progress MOVEit?** - **Seller:** [Progress Software](https://www.g2.com/sellers/progress-software) - **Company Website:** https://www.progress.com/ - **Year Founded:** 1981 - **HQ Location:** Burlington, MA. - **Twitter:** @ProgressSW (48,773 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/progress-software/ (4,205 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, System Administrator - **Top Industries:** Information Technology and Services, Financial Services - **Company Size:** 40% Mid-Market, 39% Enterprise #### What Are Progress MOVEit's Pros and Cons? **Pros:** - Ease of Use (62 reviews) - File Transfer (49 reviews) - Automation (39 reviews) - Security (30 reviews) - Features (29 reviews) **Cons:** - Complexity (34 reviews) - Difficult Learning (24 reviews) - Integration Issues (19 reviews) - Security Issues (14 reviews) - Slow Performance (12 reviews) ### What Do G2 Reviewers Say About Progress MOVEit? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **seamless ease of use** of Progress MOVEit, appreciating its intuitive interface and quick customer support. - Users appreciate the **seamless file transfer** capabilities of Progress MOVEit, simplifying secure data exchange and enhancing productivity. - Users value the **automation capabilities** of Progress MOVEit, simplifying file transfers and enhancing productivity effortlessly. - Users value the **robust security features** of Progress MOVEit, ensuring confidence in safe file transfers and logging. - Users value the **seamless integration** and intuitive interface of Progress MOVEit, enhancing productivity and simplifying file transfers. **Cons:** - Users find the **backend complexity** of Progress MOVEit challenging, requiring deep log dives for effective troubleshooting. - Users find **difficult learning** curves with MoveIt, struggling with advanced tasks and getting appropriate support responses. - Users face **integration issues** with Progress MOVEit, affecting support responsiveness and causing frustrating downtime. - Users are concerned about **security issues** such as third-party encryption challenges and Tomcat vulnerability management. - Users find the **slow performance** of MOVEit frustrating, especially when managing high volumes of document transfers. #### What Are Recent G2 Reviews of Progress MOVEit? **"[Excellent UI, Fast Large-File Performance, and Smooth Entra Integration](https://www.g2.com/survey_responses/progress-moveit-review-12702417)"** **Rating:** 4.0/5.0 stars *— Daniel R.* [Read full review](https://www.g2.com/survey_responses/progress-moveit-review-12702417) --- **"[Reliable, Secure Managed File Transfers with Powerful Automation](https://www.g2.com/survey_responses/progress-moveit-review-12558586)"** **Rating:** 4.5/5.0 stars *— Raakesh M.* [Read full review](https://www.g2.com/survey_responses/progress-moveit-review-12558586) --- #### What Are G2 Users Discussing About Progress MOVEit? - [What is MOVEit used for?](https://www.g2.com/discussions/what-is-moveit-used-for) - 1 comment, 1 upvote - [What is Ipswitch used for?](https://www.g2.com/discussions/what-is-ipswitch-used-for) - 2 comments - [Is MOVEit secure?](https://www.g2.com/discussions/is-moveit-secure) - 2 comments, 1 upvote - [What is MOVEit automation?](https://www.g2.com/discussions/what-is-moveit-automation) - 1 comment - [What is MOVEit transfer?](https://www.g2.com/discussions/what-is-moveit-transfer) - 1 comment ### 15. [Elastic Observability](https://www.g2.com/products/elastic-observability/reviews) 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:** 4.2/5.0 **Total Reviews:** 88 **How Do G2 Users Rate Elastic Observability?** - **Alerts:** 8.7/10 (Category avg: 8.7/10) - **Data Sources:** 8.7/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 7.7/10 (Category avg: 8.9/10) - **Metric and Event Data:** 8.7/10 (Category avg: 8.7/10) **Who Is the Company Behind Elastic Observability?** - **Seller:** [Elastic](https://www.g2.com/sellers/elastic) - **Company Website:** https://www.elastic.co - **Year Founded:** 2012 - **HQ Location:** San Francisco, CA - **Twitter:** @elastic (65,200 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/814025/ (5,079 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 52% Enterprise, 48% Mid-Market #### What Are Elastic Observability's Pros and Cons? **Pros:** - Ease of Use (7 reviews) - Alerting System (6 reviews) - Log Management (6 reviews) - Monitoring (6 reviews) - Features (5 reviews) **Cons:** - Learning Curve (5 reviews) - Difficult Learning (4 reviews) - Log Management (4 reviews) - Learning Difficulty (3 reviews) - Log Management Issues (3 reviews) ### What Do G2 Reviewers Say About Elastic Observability? *AI-generated summary from verified user reviews* **Pros:** - Users find Elastic Observability to be **intuitive and easy to navigate** , enhancing productivity with powerful out-of-the-box features. - Users appreciate the **strong out-of-the-box features and intuitive dashboards** that enhance system monitoring capabilities effectively. - Users value the **efficient log management** of Elastic Observability, enabling seamless data collection and analysis from various sources. - Users appreciate the **excellent data collection** capabilities of Elastic Observability, enabling seamless monitoring and analysis of their systems. - Users appreciate the **flexibility and unified view** of Elastic Observability, enhancing operational visibility and troubleshooting efficiency. **Cons:** - Users find the **learning curve steep** with Elastic Observability, necessitating training and expertise for optimal use. - Users find the **difficult learning** curve for Elastic Observability challenging, especially for teams new to the Elastic Stack. - Users struggle with **log management challenges** , particularly lacking alerts for hardware corruption and integration with log files. - Users find the **learning difficulty** of Elastic Observability challenging, requiring training and expertise to navigate effectively. - Users face **log management issues** with Elastic Observability, struggling with log generation and integration capabilities. #### What Are Recent G2 Reviews of Elastic Observability? **"[Insightful, But Needs Improved Customization](https://www.g2.com/survey_responses/elastic-observability-review-12668298)"** **Rating:** 4.0/5.0 stars *— Sam .* [Read full review](https://www.g2.com/survey_responses/elastic-observability-review-12668298) --- **"[APM is a Game-Changer for GKE Infrastructure](https://www.g2.com/survey_responses/elastic-observability-review-12628710)"** **Rating:** 5.0/5.0 stars *— Ever M.* [Read full review](https://www.g2.com/survey_responses/elastic-observability-review-12628710) --- #### What Are G2 Users Discussing About Elastic Observability? - [Can I use Elasticsearch as a database?](https://www.g2.com/discussions/can-i-use-elasticsearch-as-a-database) - [Can I use Elasticsearch for free?](https://www.g2.com/discussions/can-i-use-elasticsearch-for-free) - 1 comment - [What is elastic search?](https://www.g2.com/discussions/what-is-elastic-search) - [What is elastic search used for?](https://www.g2.com/discussions/what-is-elastic-search-used-for) ### 16. [Google Cloud Logging](https://www.g2.com/products/google-cloud-logging/reviews) For applications running on Google Cloud Platform 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: 8.8/10) - **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](https://www.g2.com/sellers/google) - **Year Founded:** 1998 - **HQ Location:** Mountain View, CA - **Twitter:** @google (31,899,995 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1441/ (341,888 employees on LinkedIn®) - **Ownership:** NASDAQ:GOOG **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 41% Mid-Market, 35% Small-Business #### What Are Recent G2 Reviews of Google Cloud Logging? **"[Good logging tool to debug errors easily](https://www.g2.com/survey_responses/google-cloud-logging-review-9109056)"** **Rating:** 4.5/5.0 stars *— Kishore K.* [Read full review](https://www.g2.com/survey_responses/google-cloud-logging-review-9109056) --- **"[great tool to browse logs on your k8s applications](https://www.g2.com/survey_responses/google-cloud-logging-review-9760312)"** **Rating:** 5.0/5.0 stars *— Irepan C.* [Read full review](https://www.g2.com/survey_responses/google-cloud-logging-review-9760312) --- #### What Are G2 Users Discussing About Google Cloud Logging? - [What are the features of Google Stackdriver?](https://www.g2.com/discussions/what-are-the-features-of-google-stackdriver) - [What is Google Cloud Logging?](https://www.g2.com/discussions/what-is-google-cloud-logging) - [How does Google Cloud Logging work?](https://www.g2.com/discussions/how-does-google-cloud-logging-work) - 1 comment - [Which of the following are features of Google Cloud Logging?](https://www.g2.com/discussions/which-of-the-following-are-features-of-google-cloud-logging) ### 17. [Falcon Next-Gen SIEM](https://www.g2.com/products/falcon-next-gen-siem/reviews) Falcon Next-Gen SIEM stops breaches by unifying data, threat intelligence, and workflow automation on one complete AI-native SOC platform. Built from the ground up around a modern security analyst experience, it amplifies the speed and efficiency of incident response. Your team can search up to 150x faster and scale to 1PB/day of data ingestion while achieving 80% cost savings compared to legacy SIEMs. CrowdStrike Falcon Next-Gen SIEM uncovers threats instantly with real-time threat detection, live dashboards and world-class intelligence. AI-assist features transform your entire team into experts by visualizing incidents in an elegant graph and automating manual investigation steps. For the first time ever, you can unify security on one platform to hunt down and eliminate fast-moving threats and achieve compliance. **Average Rating:** 4.2/5.0 **Total Reviews:** 19 **How Do G2 Users Rate Falcon Next-Gen SIEM?** - **Alerts:** 9.2/10 (Category avg: 8.7/10) - **Data Sources:** 9.7/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.9/10) - **Metric and Event Data:** 9.2/10 (Category avg: 8.7/10) **Who Is the Company Behind Falcon Next-Gen SIEM?** - **Seller:** [CrowdStrike](https://www.g2.com/sellers/crowdstrike) - **Year Founded:** 2011 - **HQ Location:** Sunnyvale, CA - **Twitter:** @CrowdStrike (110,809 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2497653/ (11,343 employees on LinkedIn®) - **Ownership:** NASDAQ: CRWD **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 45% Mid-Market, 35% Enterprise #### What Are Recent G2 Reviews of Falcon Next-Gen SIEM? **"[Powerful SIEM That Delivers, But Expect a Learning Curve](https://www.g2.com/survey_responses/falcon-next-gen-siem-review-12871841)"** **Rating:** 4.5/5.0 stars *— Aman D.* [Read full review](https://www.g2.com/survey_responses/falcon-next-gen-siem-review-12871841) --- **"[Fast, Intuitive SIEM with Seamless Falcon Suite Integration](https://www.g2.com/survey_responses/falcon-next-gen-siem-review-12859270)"** **Rating:** 4.5/5.0 stars *— Darsh A.* [Read full review](https://www.g2.com/survey_responses/falcon-next-gen-siem-review-12859270) --- #### What Are G2 Users Discussing About Falcon Next-Gen SIEM? - [Is Humio open source?](https://www.g2.com/discussions/is-humio-open-source) - [Is Humio a SIEM?](https://www.g2.com/discussions/is-humio-a-siem) - [How Humio works?](https://www.g2.com/discussions/how-humio-works) - [What is Humio used for?](https://www.g2.com/discussions/what-is-humio-used-for) ### 18. [Better Stack](https://www.g2.com/products/better-stack/reviews) 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:** 323 **How Do G2 Users Rate Better Stack?** - **Alerts:** 8.7/10 (Category avg: 8.7/10) - **Data Sources:** 9.3/10 (Category avg: 8.8/10) - **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](https://www.g2.com/sellers/better-stack-3c077b8c-37c5-4d79-9e19-15cf3bd1960b) - **Year Founded:** 2021 - **HQ Location:** San Francisco, CA - **Twitter:** @BetterStackHQ (10,698 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/betterstack/ (31 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO, CTO - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 88% Small-Business, 8% Mid-Market #### What Are Better Stack's Pros and Cons? **Pros:** - Ease of Use (118 reviews) - Easy Setup (97 reviews) - User Interface (73 reviews) - Setup Ease (55 reviews) - Alerting System (51 reviews) **Cons:** - Expensive (23 reviews) - Missing Features (22 reviews) - Pricing Issues (14 reviews) - Limited Features (13 reviews) - Log Management (12 reviews) ### What Do G2 Reviewers Say About Better Stack? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **ease of use** in Better Stack, highlighting its simple integration and excellent UI. - Users appreciate the **easy setup** of Better Stack, finding it simple to implement and integrate into their workflow. - Users appreciate the **excellent user interface** of Better Stack, finding it intuitive and beneficial for monitoring workflows. - Users value the **setup ease** of Better Stack, allowing quick and effortless configuration in minutes. - Users highly value the **instant notifications** from Better Stack, enabling prompt responses to any downtime issues. **Cons:** - Users find Better Stack **expensive** once the free tier limits are exceeded, particularly for custom features. - Users are disappointed by the **missing features** like Discord integration and webhook access on the free plan. - Users express concerns about **pricing issues** , particularly after exceeding the generous free tier limits of Better Stack. - Users note **limited features** in Better Stack, wishing for more integrations and access to advanced tools. - Users find the **log management process challenging** , with issues related to UI complexity and integration reliability. #### What Are Recent G2 Reviews of Better Stack? **"[Polished UI and a Free Tier That Covers All My Domain Monitoring Needs](https://www.g2.com/survey_responses/better-stack-review-12970056)"** **Rating:** 5.0/5.0 stars *— Alejandro G.* [Read full review](https://www.g2.com/survey_responses/better-stack-review-12970056) --- **"[Better Stack Simplifies Monitoring, Alerting, and Logs with Fast, Reliable Outage Detection](https://www.g2.com/survey_responses/better-stack-review-12954208)"** **Rating:** 4.5/5.0 stars *— Ravindra N.* [Read full review](https://www.g2.com/survey_responses/better-stack-review-12954208) --- #### What Are G2 Users Discussing About Better Stack? - [Which tools can you use to monitor a website's Uptime?](https://www.g2.com/discussions/which-tools-can-you-use-to-monitor-a-website-s-uptime) - [What is Hexometer browser?](https://www.g2.com/discussions/better-uptime-what-is-hexometer-browser) - [What is betteruptime?](https://www.g2.com/discussions/what-is-betteruptime) - [Is better Uptime free?](https://www.g2.com/discussions/is-better-uptime-free) - 7 comments, 1 upvote ### 19. [ManageEngine EventLog Analyzer](https://www.g2.com/products/manageengine-eventlog-analyzer/reviews) Network Auditing and Reporting Capabilities in a touch!! Here are the 5 reasons why you should opt for ManageEngine EventLog Analyzer. In-depth auditing capabilities - Audits network perimeter devices' logs, user activities, server account changes, user accesses, and a lot more to meet security auditing needs. Augmented threat intelligence - Bundled with a global IP threat database and STIX/TAXII feed processor to detect any malicious inbound or outbound traffic. Comprehensive log management - Collects, analyzes, correlates, searches, and archives log data from over 700 log sources. Includes a custom log parser to analyze any human-readable log format. High-speed log processing - Processes log data at 25,000 logs/second to detect attacks in real time or conduct quick forensic analysis to reduce the impact of a breach. Built-in incident management - Raises tickets in help desk consoles (ServiceNow and ServiceDesk Plus) for every detected incident to ensure accountability and speed up incident resolution. **Average Rating:** 4.5/5.0 **Total Reviews:** 11 **How Do G2 Users Rate ManageEngine EventLog Analyzer?** - **Alerts:** 7.9/10 (Category avg: 8.7/10) - **Data Sources:** 7.9/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.9/10) - **Metric and Event Data:** 6.7/10 (Category avg: 8.7/10) **Who Is the Company Behind ManageEngine EventLog Analyzer?** - **Seller:** [Zoho](https://www.g2.com/sellers/zoho-b00ca9d5-bca8-41b5-a8ad-275480841704) - **Year Founded:** 1996 - **HQ Location:** Austin, TX - **Twitter:** @Zoho (137,880 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/38373/ (30,766 employees on LinkedIn®) - **Phone:** +1 (888) 900-9646 **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 67% Mid-Market, 17% Enterprise #### What Are Recent G2 Reviews of ManageEngine EventLog Analyzer? **"[User-Friendly Interface, Smooth Onboarding, and Excellent Support.](https://www.g2.com/survey_responses/manageengine-eventlog-analyzer-review-12917336)"** **Rating:** 4.5/5.0 stars *— Ankit G.* [Read full review](https://www.g2.com/survey_responses/manageengine-eventlog-analyzer-review-12917336) --- **"[Powerful Event Log Software](https://www.g2.com/survey_responses/manageengine-eventlog-analyzer-review-6523853)"** **Rating:** 4.5/5.0 stars *— Verified User in Civic & Social Organization* [Read full review](https://www.g2.com/survey_responses/manageengine-eventlog-analyzer-review-6523853) --- ### 20. [Red Hat Ansible Automation Platform](https://www.g2.com/products/red-hat-ansible-automation-platform/reviews) Red Hat® Ansible® Automation Platform is Red Hat's primary enterprise automation product offering., it includes all of the tooling needed for building, deploying, and managing end-to-end automation at scale. Ansible Automation Platform makes it possible for users across an organization to share, vet, and manage automation content by means of a simple, powerful, and agentless technical implementation. IT managers can provide guidelines on how automation is applied to individual teams. Meanwhile, automation creators retain the freedom to write tasks that use existing knowledge, without the operational overhead of conforming to complex tools and frameworks. It is a more secure and stable foundation for deploying end-to-end automation solutions, from hybrid cloud to the edge. Ansible Automation Platform uses an open source development model of the Ansible project to create an experience tailored to enterprise automation. This open development model connects the engineers behind Ansible Automation Platform to more than a dozen open source Ansible projects in the community. As members work together to identify and elevate the best ideas, Red Hat supports them by contributing to the code and creating products from upstream projects. View more at https://www.ansible.com/compare Ansible Automation Platform simplifies packaging and distribution while providing tested and trusted interoperability between all the components. Combined with an 18-month support life cycle, Ansible Automation Platform takes the complexity, uncertainty, and guesswork out of using upstream open source tools. With a Red Hat subscription, you get certified and validated automation content from our robust partner ecosystem; added security, reporting, and analytics; and life cycle technical support from Red Hat and Red Hat’s technology partners to scale automation across your organization. And you’ll get expert knowledge gained from our success with thousands of customers. **Average Rating:** 4.6/5.0 **Total Reviews:** 369 **How Do G2 Users Rate Red Hat Ansible Automation Platform?** - **Alerts:** 10.0/10 (Category avg: 8.7/10) - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.9/10) **Who Is the Company Behind Red Hat Ansible Automation Platform?** - **Seller:** [Red Hat](https://www.g2.com/sellers/red-hat) - **Year Founded:** 1993 - **HQ Location:** Raleigh, NC - **Twitter:** @RedHat (300,769 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3545/ (19,413 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, DevOps Engineer - **Top Industries:** Information Technology and Services, Financial Services - **Company Size:** 48% Enterprise, 36% Mid-Market #### What Are Red Hat Ansible Automation Platform's Pros and Cons? **Pros:** - Automation (56 reviews) - Automation Efficiency (47 reviews) - Ease of Use (41 reviews) - Easy Integrations (37 reviews) - Task Automation (37 reviews) **Cons:** - Learning Curve (16 reviews) - Learning Difficulty (16 reviews) - Complexity (15 reviews) - Complex Setup (12 reviews) - Automation Issues (10 reviews) ### What Do G2 Reviewers Say About Red Hat Ansible Automation Platform? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of automation** with Red Hat Ansible Automation Platform, enabling streamlined, human-free processes. - Users value the **automation efficiency** of Red Hat Ansible Automation Platform, streamlining repetitive tasks without human intervention. - Users appreciate the **ease of use** of Red Hat Ansible Automation Platform, enabling efficient multitasking and streamlined development. - Users value the **easy integrations** of Red Hat Ansible Automation Platform, streamlining their automation processes effectively. - Users value the **task automation** capabilities of Red Hat Ansible Automation Platform for streamlining processes without human intervention. **Cons:** - Users face a **steep learning curve** when transitioning to Ansible Automation Platform, making initial setup challenging. - Users find the **learning difficulty** of Red Hat Ansible Automation Platform challenging due to its complex and daunting environment. - Users find the **complexity of the environment** overwhelming, complicating management and scaling for enterprise needs. - Users find the **complex setup** difficult, especially with dependency management and scaling in enterprise environments. - Users encounter **automation issues** with Red Hat Ansible Automation Platform due to early version limitations and export difficulties. #### What Are Recent G2 Reviews of Red Hat Ansible Automation Platform? **"[Consistent, Scalable Automation That Boosts Stability and Efficiency](https://www.g2.com/survey_responses/red-hat-ansible-automation-platform-review-12121846)"** **Rating:** 5.0/5.0 stars *— Prasanth K.* [Read full review](https://www.g2.com/survey_responses/red-hat-ansible-automation-platform-review-12121846) --- **"[Efficient Automation with Some Learning Curves](https://www.g2.com/survey_responses/red-hat-ansible-automation-platform-review-12646247)"** **Rating:** 4.0/5.0 stars *— Jairo R.* [Read full review](https://www.g2.com/survey_responses/red-hat-ansible-automation-platform-review-12646247) --- #### What Are G2 Users Discussing About Red Hat Ansible Automation Platform? - [What is Red Hat Ansible Automation Platform used for?](https://www.g2.com/discussions/what-is-red-hat-ansible-automation-platform-used-for) - 1 comment - [Is Red Hat Ansible free?](https://www.g2.com/discussions/is-red-hat-ansible-free) - [What should I automate with Ansible?](https://www.g2.com/discussions/what-should-i-automate-with-ansible) - [What are the three main components in Red Hat Ansible automation platform?](https://www.g2.com/discussions/what-are-the-three-main-components-in-red-hat-ansible-automation-platform) - [What is Red Hat Ansible automation platform?](https://www.g2.com/discussions/what-is-red-hat-ansible-automation-platform) ### 21. [Logz.io](https://www.g2.com/products/logz-io/reviews) 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: 8.8/10) - **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](https://www.g2.com/sellers/logz-io) - **Year Founded:** 2014 - **HQ Location:** Boston, MA - **Twitter:** @logzio (3,156 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/4831888/ (111 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% Mid-Market, 30% Small-Business #### What Are Logz.io's Pros and Cons? **Pros:** - Log Management (5 reviews) - Customer Support (4 reviews) - Ease of Implementation (4 reviews) - Implementation Ease (4 reviews) - Insights (4 reviews) **Cons:** - Dashboard Issues (2 reviews) - Integration Issues (2 reviews) - Limited Customization (2 reviews) - Complex Configuration (1 reviews) - Complex Debugging (1 reviews) ### What Do G2 Reviewers Say About Logz.io? *AI-generated summary from verified user reviews* **Pros:** - Users value the **extensive customization and alerting options** provided by Logz.io for efficient log management. - Users commend the **excellent customer support** of Logz.io, noting its speed and knowledgeable assistance. - Users appreciate the **ease of implementation** with Logz.io, enjoying a smooth integration and user-friendly dashboard. - Users appreciate the **ease of implementation** of Logz.io, enjoying a smooth integration and user-friendly dashboard. - Users value the **user-friendly dashboard and insightful logs** of Logz.io for seamless monitoring and troubleshooting. **Cons:** - Users find the **dashboard issues** in Logz.io frustrating, citing challenges with charts and UI updates. - Users face **integration issues** due to lag in data indexing and complexity in configurations and chart creation. - Users note the **limited customization** options in Logz.io, which restricts their flexibility and adaptation to specific needs. - Users find the **complex configuration** challenging, often needing to analyze data to set up alerts and reports effectively. - Users find **complex debugging** challenging, often struggling to set up alerts and reports due to data intricacies. #### What Are Recent G2 Reviews of Logz.io? **"[Great Logs Monitoring For Any Requirements](https://www.g2.com/survey_responses/logz-io-review-10244120)"** **Rating:** 5.0/5.0 stars *— Nitin J.* [Read full review](https://www.g2.com/survey_responses/logz-io-review-10244120) --- **"[Perfect monitoring log management tool](https://www.g2.com/survey_responses/logz-io-review-9589251)"** **Rating:** 4.0/5.0 stars *— Verified User in Information Technology and Services* [Read full review](https://www.g2.com/survey_responses/logz-io-review-9589251) --- #### What Are G2 Users Discussing About Logz.io? - [What is Logz.io used for?](https://www.g2.com/discussions/what-is-logz-io-used-for) - 1 comment ### 22. [Netdata](https://www.g2.com/products/netdata/reviews) Netdata is an AI-driven real-time observability platform that monitors systems, containers, applications, and infrastructure across servers, cloud environments, Kubernetes clusters, and IoT devices. With zero-configuration deployment, Netdata installs instantly, automatically discovers metrics, builds dashboards, and begins monitoring without setup. Netdata AI serves as an intelligent on-call assistant, automatically investigating alerts, correlating anomalies across thousands of metrics, identifying root causes, and explaining incidents with clear, actionable recommendations. By transforming raw telemetry into AI-guided insights, Netdata helps engineering teams move from alert to resolution in minutes instead of hours. The platform collects per-second metrics through 800+ integrations across operating systems, containers, databases, applications, OpenMetrics exporters, StatsD, and logs. Its distributed architecture processes data at the edge, enabling high-resolution monitoring and visibility into short-lived performance issues that traditional monitoring tools often miss. Netdata is available as a scalable SaaS platform with Netdata Cloud or as a private deployment within your own infrastructure, supporting on-prem, private cloud, and air-gapped environments while delivering automated dashboards, ML-based anomaly detection, and real-time troubleshooting. **Average Rating:** 4.6/5.0 **Total Reviews:** 51 **How Do G2 Users Rate Netdata?** - **Alerts:** 9.2/10 (Category avg: 8.7/10) - **Data Sources:** 9.6/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 8.9/10) - **Metric and Event Data:** 9.2/10 (Category avg: 8.7/10) **Who Is the Company Behind Netdata?** - **Seller:** [Netdata](https://www.g2.com/sellers/netdata) - **Year Founded:** 2018 - **HQ Location:** San Francisco, US - **Twitter:** @netdatahq (4,040 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/netdata-cloud/ (78 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 44% Small-Business, 43% Mid-Market #### What Are Netdata's Pros and Cons? **Pros:** - Ease of Use (24 reviews) - Easy Setup (22 reviews) - Monitoring (16 reviews) - Real-time Monitoring (15 reviews) - User Interface (14 reviews) **Cons:** - Missing Features (9 reviews) - Insufficient Information (7 reviews) - Limited Compatibility (6 reviews) - Limited Functionality (6 reviews) - Resource Limitations (6 reviews) ### What Do G2 Reviewers Say About Netdata? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **ease of use** of Netdata, appreciating its intuitive setup and efficient monitoring capabilities. - Users find the **easy setup** of Netdata invaluable, enabling quick integration and efficient monitoring across multiple systems. - Users commend Netdata for its **real-time, granular performance monitoring** , enhancing decision-making and infrastructure management. - Users value the **real-time monitoring** of Netdata, which enhances proactive issue resolution and optimizes system performance. - Users love the **user-friendly interface** of Netdata, appreciating its intuitive dashboard and appealing data presentation. **Cons:** - Users note a **lack of certain integrations and features** in Netdata compared to larger competitors. - Users express a need for **insufficient information** on documentation and operational limitations affecting usability. - Users note the **limited compatibility** of Netdata, particularly with Windows and Microsoft products, hindering functionality. - Users find the **limited functionality** of Netdata restricts in-depth analysis and scalability for larger data sets. - Users face challenges with **resource limitations** as Netdata requires a powerful computer for effective data management. #### What Are Recent G2 Reviews of Netdata? **"[An indispensable solution for central monitoring](https://www.g2.com/survey_responses/netdata-review-12045598)"** **Rating:** 4.5/5.0 stars *— Tade S.* [Read full review](https://www.g2.com/survey_responses/netdata-review-12045598) --- **"[Easy to Use with Great Real-Time Monitoring and Alerts](https://www.g2.com/survey_responses/netdata-review-12597474)"** **Rating:** 5.0/5.0 stars *— Adolfo O.* [Read full review](https://www.g2.com/survey_responses/netdata-review-12597474) --- ### 23. [Graylog](https://www.g2.com/products/graylog/reviews) Graylog is a log management and security information and event management (SIEM) solution designed to assist security and IT teams in detecting, investigating, and responding to potential threats with increased efficiency. By leveraging advanced technologies such as scalable log management, real-time data correlation, and explainable artificial intelligence (AI), Graylog transforms complex data sets into actionable insights, enabling organizations to make informed decisions swiftly. The platform caters to a diverse range of users, from small businesses to large enterprises, all of whom require enhanced visibility and control over their IT environments. Graylog is particularly beneficial for security analysts and IT professionals who need to sift through vast amounts of log data to identify anomalies, track incidents, and ensure compliance with various regulatory standards. Its user-friendly interface and powerful analytical tools streamline the process of threat detection and response, making it an essential asset for organizations aiming to bolster their cybersecurity posture. Key features of Graylog include automated workflows that simplify repetitive tasks, anomaly detection capabilities that flag unusual patterns in data, and guided investigations that assist users in navigating complex security incidents. The platform also offers AI-driven summaries that distill critical information, allowing analysts to focus on high-priority issues without getting bogged down by excessive data. These features collectively enhance the speed and accuracy of threat responses, ensuring that security teams remain in control of their environments. Graylog's versatility is evident in its range of products, which includes Graylog Security, Enterprise, API Security, and Open solutions. Each product is tailored to meet the specific needs of different organizations, providing clarity and context across various operational landscapes. With a user base of over 60,000 organizations globally, Graylog has established itself as a trusted partner in the realm of cybersecurity and log management, helping teams navigate the complexities of modern threats while maintaining a clear focus on their objectives. **Average Rating:** 4.4/5.0 **Total Reviews:** 106 **How Do G2 Users Rate Graylog?** - **Alerts:** 8.6/10 (Category avg: 8.7/10) - **Data Sources:** 8.5/10 (Category avg: 8.8/10) - **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](https://www.g2.com/sellers/graylog) - **Company Website:** https://www.graylog.org - **Year Founded:** 2009 - **HQ Location:** Houston, US - **Twitter:** @graylog2 (9,115 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/sales/company/2783090?_ntb=deUf18mKRvS5YlRE65XIhw%3D%3D (127 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 44% Mid-Market, 31% Small-Business #### What Are Graylog's Pros and Cons? **Pros:** - Cost Optimization (1 reviews) - Debugging (1 reviews) - Detailed Information (1 reviews) - Insights (1 reviews) - Pricing (1 reviews) **Cons:** - Complexity (1 reviews) - Debugging Difficulties (1 reviews) - Integration Issues (1 reviews) - Learning Curve (1 reviews) - Time Consumption (1 reviews) ### What Do G2 Reviewers Say About Graylog? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **reliable cost optimization** of Graylog, making it a budget-friendly solution for their needs. - Users find the **detailed API information** of Graylog invaluable for effective and efficient debugging processes. - Users find Graylog's **detailed API documentation** invaluable for effective debugging, preventing potential dead ends in complex processes. - Users find Graylog's **detailed API insights** extremely helpful for effective debugging during complex processes. - Users find Graylog to be **reliable and cost-effective** , ensuring it meets industry standards effectively. **Cons:** - Users find the **complexity** of Graylog hampers efficiency in debugging and reviewing API responses, often wasting time. - Users face **debugging difficulties** with Graylog, often leading to time wasted instead of streamlined API review. - Users find **integration issues** with multiple platforms in Graylog, which complicates the overall experience. - Users find the **learning curve steep** , often leading to wasted time on debugging and API reviews with Graylog. - Users find that **time consumption** with Graylog can hinder productivity during debugging and API response reviews. #### What Are Recent G2 Reviews of Graylog? **"[Graylog 7.1: Lightweight Upgrade with a Much Easier Collector Experience](https://www.g2.com/survey_responses/graylog-review-12839643)"** **Rating:** 5.0/5.0 stars *— Ludwick M.* [Read full review](https://www.g2.com/survey_responses/graylog-review-12839643) --- **"[Easy to Integrate, Essential for Supervision](https://www.g2.com/survey_responses/graylog-review-12818294)"** **Rating:** 4.5/5.0 stars *— Verified User in Computer & Network Security* [Read full review](https://www.g2.com/survey_responses/graylog-review-12818294) --- #### What Are G2 Users Discussing About Graylog? - [What is your experience with Graylog in managing log data, and what features do you find most useful?](https://www.g2.com/discussions/what-is-your-experience-with-graylog-in-managing-log-data-and-what-features-do-you-find-most-useful) - 1 comment - [What is Graylog used for?](https://www.g2.com/discussions/what-is-graylog-used-for) - [Is Graylog a SIEM?](https://www.g2.com/discussions/is-graylog-a-siem) - [How much does Graylog cost?](https://www.g2.com/discussions/how-much-does-graylog-cost) - [Who uses Graylog?](https://www.g2.com/discussions/who-uses-graylog) ### 24. [Logmanager](https://www.g2.com/products/logmanager/reviews) Logmanager is a log management platform enhanced with SIEM capabilities that radically simplifies response to cyberthreats, legal compliance, and troubleshooting. By transforming diverse logs, events, metrics, and traces into actionable insights, it helps security and operations teams respond swiftly to any incident. With unmatched ease of use, peerless functionality, and flexibility, Logmanager ensures control over the entire technology stack. Visit logmanager.com. **Average Rating:** 4.7/5.0 **Total Reviews:** 36 **How Do G2 Users Rate Logmanager?** - **Alerts:** 8.3/10 (Category avg: 8.7/10) - **Data Sources:** 9.4/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 8.9/10) - **Metric and Event Data:** 8.6/10 (Category avg: 8.7/10) **Who Is the Company Behind Logmanager?** - **Seller:** [Logmanager a.s.](https://www.g2.com/sellers/logmanager-a-s) - **Company Website:** https://www.logmanager.com - **Year Founded:** 2014 - **HQ Location:** Prague 5, CZ - **LinkedIn® Page:** https://www.linkedin.com/company/logmanager (22 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer & Network Security, Information Technology and Services - **Company Size:** 53% Small-Business, 39% Mid-Market #### What Are Logmanager's Pros and Cons? **Pros:** - Customer Support (7 reviews) - Ease of Use (7 reviews) - Log Management (7 reviews) - Efficiency (5 reviews) - Performance Efficiency (5 reviews) **Cons:** - Slow Performance (4 reviews) - Difficult Customization (3 reviews) - Lack of Automation (3 reviews) - Limited Customization (3 reviews) - Difficult Setup (2 reviews) ### What Do G2 Reviewers Say About Logmanager? *AI-generated summary from verified user reviews* **Pros:** - Users commend the **excellent customer support** from Logmanager, praising responsiveness and helpful assistance whenever needed. - Users appreciate the **ease of use** of Logmanager, enjoying its intuitive interface and simple customization options. - Users value the **centralized log management** of Logmanager, streamlining monitoring and troubleshooting across multiple systems efficiently. - Users value the **efficiency** of Logmanager, appreciating its straightforward deployment and reliable performance without overhead. - Users value the **performance efficiency** of Logmanager, appreciating its smooth operation and lightweight design even with extensive data. **Cons:** - Users notice **slow performance** when exporting large reports, affecting their overall experience with Logmanager. - Users find Logmanager's **difficult customization** hampers their ability to tailor dashboards and manage access effectively. - Users desire **more automation options** in Logmanager, as manual setup hampers efficiency and user experience. - Users feel that the **limited customization** options hinder their ability to tailor Logmanager for specific needs. - Users find the **difficult setup** of Logmanager to be a hurdle, needing extra tuning for initial configuration. #### What Are Recent G2 Reviews of Logmanager? **"[Streamlined our log management](https://www.g2.com/survey_responses/logmanager-review-11722088)"** **Rating:** 5.0/5.0 stars *— mikhail S.* [Read full review](https://www.g2.com/survey_responses/logmanager-review-11722088) --- **"[A simple tool with great benefits](https://www.g2.com/survey_responses/logmanager-review-11079398)"** **Rating:** 5.0/5.0 stars *— Verified User in Hospital & Health Care* [Read full review](https://www.g2.com/survey_responses/logmanager-review-11079398) --- ### 25. [ManageEngine Log360](https://www.g2.com/products/manageengine-log360/reviews) ManageEngine Log360 is a unified solution that offers holistic organizational security by bringing together crucial security capabilities like UEBA, DLP, CASB to improve visibility into your organization's network. With a simple UI and quick search and filtering capabilities for your device logs, you can easily gain insights into events on your network and plan automated responses to manage them. ManageEngine Log360 helps you secure your IT environment by detecting unauthorized security changes on your network and alerts the people responsible (admins, helpdesk). Our solution can capture the sensitive changes in your network, and present the changes to you in the form of searchable reports using which you can configure alerts. With support extending to your typical IT setups like Active Directory (AD), Azure, file servers, data storage devices, and other services like Amazon Web Services (AWS), ManageEngine Log360 will seamlessly fit into your existing configuration. **Average Rating:** 4.3/5.0 **Total Reviews:** 14 **How Do G2 Users Rate ManageEngine Log360?** - **Alerts:** 5.0/10 (Category avg: 8.7/10) - **Data Sources:** 5.0/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.9/10) - **Metric and Event Data:** 5.0/10 (Category avg: 8.7/10) **Who Is the Company Behind ManageEngine Log360?** - **Seller:** [Zoho](https://www.g2.com/sellers/zoho-b00ca9d5-bca8-41b5-a8ad-275480841704) - **Year Founded:** 1996 - **HQ Location:** Austin, TX - **Twitter:** @Zoho (137,880 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/38373/ (30,766 employees on LinkedIn®) - **Phone:** +1 (888) 900-9646 **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 40% Enterprise, 40% Mid-Market #### What Are ManageEngine Log360's Pros and Cons? **Pros:** - Ease of Use (4 reviews) - Log Management (4 reviews) - Real-time Monitoring (3 reviews) - Alerting (2 reviews) - Alerting System (2 reviews) **Cons:** - Complex Configuration (2 reviews) - Configuration Difficulties (2 reviews) - Data Limitations (2 reviews) - Technical Issues (2 reviews) - Complexity (1 reviews) ### What Do G2 Reviewers Say About ManageEngine Log360? *AI-generated summary from verified user reviews* **Pros:** - Users find Log360's interface to be **fast and easy to use** , streamlining log management and threat detection. - Users praise **Log360's integrated log management** , simplifying auditing and enhancing security across both on-premise and cloud environments. - Users value the **real-time monitoring** of Log360, ensuring timely alerts and proactive threat detection for enhanced security. - Users value the **real-time alerting** capabilities of Log360, enabling proactive problem resolution and efficient auditing. - Users value the **real-time alerting system** in Log360, enhancing threat detection and preventing issues effectively. **Cons:** - Users find Log360's **complex configuration** frustrating, especially for non-AWS cloud platforms, leading to a challenging experience. - Users face **configuration difficulties** with Log360, particularly for non-AWS cloud environments, leading to a frustrating experience. - Users face **data limitations** with Log360, particularly in configuring other clouds and needing substantial storage for records. - Users experience **technical issues** like bugs and clunky configurations, affecting usability at times. - Users often find the **complexity** of configuration and glitches to hinder their overall experience with Log360. #### What Are Recent G2 Reviews of ManageEngine Log360? **"[Centralize System events logs](https://www.g2.com/survey_responses/manageengine-log360-review-12709113)"** **Rating:** 4.5/5.0 stars *— Dat V.* [Read full review](https://www.g2.com/survey_responses/manageengine-log360-review-12709113) --- **"[All-in-One Log Collection, Real-Time Monitoring & Compliance Reporting](https://www.g2.com/survey_responses/manageengine-log360-review-12342382)"** **Rating:** 4.0/5.0 stars *— Jeevanandham R.* [Read full review](https://www.g2.com/survey_responses/manageengine-log360-review-12342382) --- ## What Is Log Analysis Software? [DevSecOps Software](https://www.g2.com/categories/devsecops) ## What Software Categories Are Similar to Log Analysis Software? - [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm) - [Cloud Infrastructure Monitoring Software](https://www.g2.com/categories/cloud-infrastructure-monitoring) - [Log Monitoring Software](https://www.g2.com/categories/log-monitoring) --- ## How Do You Choose the Right Log Analysis Software? ### What You Should Know About Log Analysis Software ### What is Log Analysis Software? Businesses rely on a vast array of tools, including applications, legacy systems, and mainframes. These tools produce log files (or logs) which are records of events that occur on a network, in an operating system, or within other software. These messages based on activity and data flow indicate how the resources within the network environment are performing or being used. Log analysis software helps to not only document and collect these logs, but also provides tools for analyzing them to better understand the cause and impact of events. As IT infrastructure becomes more complex and distributed, it is becoming increasingly important to ensure that it is properly understood in all of its facets. Log analysis software provides the tools that businesses need to understand the infrastructure, whether it is an application, operating system, or device. Log analysis helps users understand patterns and trends in activity within the infrastructure.  Log analysis data may be used to troubleshoot performance issues with specific applications and identify potentially threatening anomalies. Regular log management, analysis, and archiving are also key tasks for demonstrating compliance with various security standards and regulations. Overall, users are enabled to make the most of the benefits of log data analysis by incorporating log analysis tools into their business practices. #### What Types of Log Analysis Software Exist? Log analysis software, with logs at its core, is able to handle different varieties of logs, allowing businesses to get a bird's eye view of their IT system and beyond. As such, it is helpful to understand the different types of logs which these tools analyze. **Event log analysis** Event logs record events taking place in the execution of a system to provide an audit trail that is used to understand the activity of the system and to diagnose problems. They are essential to understand the activities of complex systems, particularly in the case of applications with little user interaction, such as server applications. **Transaction log analysis** Most database systems maintain some kind of transaction log, which are not mainly intended as an audit trail for later analysis, and are not intended to be human readable. These logs record changes to the stored data to allow the database to recover from crashes or other data errors and maintain the stored data in a consistent state. **Message log analysis** Instant messaging programs, peer-to-peer file applications with chat functions, and multiplayer games commonly have the ability to automatically log or save textual communication, both public and private chat messages between users. ### What are the Common Features of Log Analysis Software? Log analysis tools are designed to streamline the process of collecting, archiving, and deriving actionable insights from data log files. They both centralize and standardize logs from across the network. The files come in different formats as many different elements of IT infrastructure generate event logs. Log viewer software streamlines the process by relegating all files to a shared format and terminology. This ensures cohesive and uniform analysis and archiving, and more accurate and comprehensive reports and statistics. The following are some core features within log analysis software that can help users in monitoring, visualizing, and understanding their log data: **Monitoring:** Monitoring is a large part of log analysis. These features help detect, predict, and prevent future anomalies. Companies use this data to better understand performance failures, remediate them, and learn how to prevent them in the future. In regards to how one can interact and engage with this data, log analysis software helps businesses query, filter, and analyze log data effectively and efficiently. For more advanced tools, users are enabled to search in a natural, intuitive manner or sift through many logs with a few clicks. **Visualization:** Customizable dashboards help align teams by visualizing logs, metrics, and performance data for full-stack visibility and reliable delivery. **Alerting:** Real-time analytics help users rapidly identify and resolve potential cyber attacks, detect and prevent breaches, and reduce compliance costs. **Data centralization:** Log analytics tools integrate with applications and make it easy to aggregate data across the stack. Other Features of Log Analysis Software: [Automated Tagging Capabilities](https://www.g2.com/categories/log-analysis/f/automated-tagging), [Data Discovery Capabilities](https://www.g2.com/categories/log-analysis/f/data-discovery), [Detect Anomalies Capabilities](https://www.g2.com/categories/log-analysis/f/detect-anomalies), [Live Tail Capabilities](https://www.g2.com/categories/log-analysis/f/live-tail), [Track Trends Capabilities](https://www.g2.com/categories/log-analysis/f/track-trends) ### What are the Benefits of Log Analysis Software? Log analysis data may be used to troubleshoot performance issues with specific applications and identify potentially threatening anomalies. Regular log management, analysis, and archiving are also key tasks for demonstrating compliance with various security standards and regulations. Overall, users are enabled to make the most of the benefits of log data analysis by incorporating log analysis tools into their business practices. **Compliance:** With log analysis tools, businesses continually track whether they are meeting benchmarks for regulations such as General Data Protection Regulation (GDPR) and the Health Insurance Portability and Accountability Act (HIPAA). **Better security:** Log analysis provides instant awareness of any security red flags. A log analyzer tool helps block and filter incoming network traffic, keep IT admins alerted about failed authentication attempts, and ensure firewall configurations are operating most effectively. **Smarter business operations:** Departments such as finance and accounting, HR, and legal rely on IT resources to carry out their business-critical tasks and responsibilities. Hence, log analysis tools provide the functionality necessary to spot critical system errors or trends and address them quickly and efficiently. ### Who Uses Log Analysis Software? **DevOps engineers:** DevOps engineers can use log analysis tools to troubleshoot, helping them find system errors. This can help improve operational efficiency by reducing production downtime. **System administrators:** System administrators can use these tools to gain visibility into the performance and health of applications and infrastructure. By reviewing event logs, for example, they can see an audit trail which helps them better understand system behavior and diagnose any potential issues. **Site reliability engineers:** Site reliability engineers are bridging the gap between production and development teams, ensuring properly running sites that meet operational requirements. As such, they focus largely on application monitoring and must have a deep knowledge of the application's inner workings and underpinnings, such as code and configuration. Therefore, they can benefit from log analysis to help them create and maintain operational runbooks, monitor application performance, and more. **Web developers** : Logging gives developers and other DevOps professionals a way to understand what went wrong and provides insight into how to fix it. They can use this software to parse server log files from web servers, which can provide information about things such as when, how, and by whom a web server is visited. Through reports, dashboards, and custom queries, they can get a better understanding of website performance and determine steps forward for monitoring their website. ### What are the Alternatives to Log Analysis Software? Alternatives to log analysis software can replace this type of software, either partially or completely: [Log monitoring software](https://www.g2.com/categories/log-monitoring): Log monitoring software helps users looking for a basic tool to keep track of their logs, without the need for sophisticated analytics. This helps maintain IT infrastructure performance and pinpoints issues to prevent downtime and mitigate risks. These tools will often integrate with IT alerting software, log analysis software, and other IT issue resolution products to more aptly flesh out the IT infrastructure maintenance ecosystem. [Application performance monitoring (APM) software](https://www.g2.com/categories/log-analysis#learn-more): APM tools allow users to monitor and track the performance of particular software or web applications to identify and solve any performance issues that may arise. These solutions provide performance metrics for applications, with specific insights into the statistics such as the number of transactions processed by the application or the response time to process such transactions. [Network monitoring software](https://www.g2.com/categories/application-performance-monitoring-apm): Network monitoring software focuses more heavily on network traffic and health. APM software can reveal network-side issues with application performance, where network monitoring would take over to provide further details on any issues. [Analytics platforms](https://www.g2.com/categories/analytics-platforms) **:** Analytics platforms might include integrations for log data, but are broader-focused tools that facilitate the five elements: data preparation, data modeling, data blending, data visualization, and insights delivery. [Security information and event management (SIEM) software](https://www.g2.com/categories/security-information-and-event-management-siem): SIEM software includes log analysis and provides tools for taking actions based on log files. This software helps to centralize security operations into a single location, helping teams navigate historical logs, identify trends, and better fortify their networks.  #### Software Related to Log Analysis Software Related solutions that can be used together with log analysis software include: [Data warehouse software](https://www.g2.com/categories/data-warehouse): Most companies have a large number of disparate data sources, so to best integrate all their data, they implement a data warehouse. Data warehouses can house data from multiple databases and business applications, which allows business intelligence (BI) and analytics tools to pull all company data from a single repository. This organization is critical to the quality of the data that is ingested by analytics software. [Data preparation software](https://www.g2.com/categories/data-preparation): A key solution necessary for easy data analysis is a data preparation tool and other related data management tools. These solutions allow users to discover, combine, clean, and enrich data for simple analysis. Data preparation tools are often used by IT teams or data analysts tasked with using BI tools. Some BI platforms offer data preparation features, but businesses with a wide range of data sources often opt for a dedicated preparation tool. ### Challenges with Log Analysis Software Software solutions can come with their own set of challenges.  **Data security:** Companies must consider security options to ensure the correct users see the correct data. It must also have security options that allow administrators to assign verified users different levels of access to the platform. **Adoption:** At the start, analytics tools may not seem valuable to all employees; end users might struggle to adopt the solutions. Therefore, it’s important for companies to have a plan to encourage and promote user adoption. **Time to market:** As with any software implementation, it is important to think about how long it will take to implement. Users should also consider related software that a company might need, such as [data integration software](https://www.g2.com/categories/data-integration). ### Which Companies Should Buy Log Analysis Software? In the data-driven world, IT is no exception. While IT teams, including DevOps engineers and system administrators, are the most common users of log analysis software, self-service tools and dashboards allow for this data and analysis to be shared with the broader business. With almost all businesses having some sort of IT function, log analysis software can have a positive impact on businesses across all industries and company sizes. Here are a couple of examples: **Retail:** If web purchases drive a majority of the business revenue, optimal website and web application performance is critical. Continual monitoring helps businesses to not only avoid overloads but also understand their standard traffic patterns. This is then utilized to predict the optimal allocation of resources for site growth. **Healthcare:** Technological uptime and performance are imperative when the goal is improving the customer’s health. Log analysis solutions allow providers to monitor their IT in real time, which helps catch and prevent downtimes before they affect patients. Full topological and transactional visibility provided by log analysis software helps providers continue giving quality patient care despite technological hiccups. ### How to Buy Log Analysis Software #### Requirements Gathering (RFI/RFP) for Log Analysis Software If a company is just starting out on their IT journey, g2.com can help in selecting the best software for the particular company and use case. Since the particular solution might vary based on company size and industry, G2 is a great place to sort and filter reviews based on these criteria, along with many more. The variety, volume, and velocity of data are vast. Therefore, users should think about how the particular solution fits their particular needs, as well as their future needs as they accumulate more data. In this case, it is key for IT professionals to develop a broad IT strategy and ensure that they have the basics in place, such as [IT alerting software](https://www.g2.com/categories/it-alerting), before they begin to look at the added benefit of log analysis. To find the right solution, buyers should determine their pain points and write them down. Things to keep in mind and evaluate include: log data types, the types of visualizations which would be helpful, the forms and frequencies of alerts, etc. These should be used to help create a checklist of criteria. Additionally, the buyer must determine the number of employees who will need to use this software, as this drives the number of licenses they are likely to buy. Taking a holistic overview of the business and identifying pain points can help the team springboard into creating a checklist of criteria. The checklist serves as a detailed guide that includes both necessary and nice-to-have features including budget, features, number of users, integrations, security requirements, cloud or on-premises solutions, and more. Depending on the scope of the deployment, it might be helpful to produce a request for information (RFI), a one-page list with a few bullet points describing what is needed from log analysis software. #### Compare Log Analysis Software Products **Create a long list** From meeting the business functionality needs to implementation, vendor evaluations are an essential part of the software buying process. For ease of comparison after all demos are complete, it helps to prepare a consistent list of questions regarding specific needs and concerns to ask each vendor. **Create a short list** From the long list of vendors, it is helpful to narrow down the list of vendors and come up with a shorter list of contenders, preferably no more than three to five. With this list in hand, businesses can produce a matrix to compare the features and pricing of the various solutions. **Conduct demos** To ensure the comparison is thoroughgoing, the user should demo each solution on the shortlist with the same use case and data sets. This will allow the business to evaluate like for like and see how each vendor stacks up against the competition.  #### Selection of Log Analysis Software **Choose a selection team** As log analysis software is all about the data, the user must make sure that the selection process is data driven as well. The selection team should compare notes and facts and figures which they noted during the process, such as time to insight, number of visualizations, and availability of advanced analytics capabilities. **Negotiation** Just because something is written on a company’s pricing page, does not mean it is not negotiable (although some companies will not budge). It is imperative to open up a conversation regarding pricing and licensing. For example, the vendor may be willing to give a discount for multi-year contracts or for recommending the product to others. **Final decision** After this stage, and before going all in, it is recommended to roll out a test run or pilot program to test adoption with a small sample size of users. If the tool is well used and well received, the buyer can be confident that the selection was correct. If not, it might be time to go back to the drawing board. ### What Does Log Analysis Software Cost? Businesses decide to deploy log analysis software with the goal of deriving some degree of a return on investment (ROI). #### Return on Investment (ROI) As businesses are looking to recoup their losses that they spent on the software, it is critical to understand the costs associated with it. This software is typically billed per user, which is sometimes tiered depending on the company size. More users will typically translate into more licenses, which means more money. Users must consider how much is spent and compare that to what is gained, both in terms of efficiency as well as revenue. Therefore, businesses can compare processes between pre- and post-deployment of the software to better understand how processes have been improved and how much time has been saved. They can even produce a case study (either for internal or external purposes) to demonstrate the gains they have seen from their use of the log analysis tool. ### Implementation of Log Analysis Software **How is Log Analysis Software Implemented?** Implementation differs drastically depending on the complexity and scale of the data. In organizations with vast amounts of data in disparate sources (e.g., applications, databases, etc.), it is often wise to utilize an external party, whether that be an implementation specialist from the vendor or a third-party consultancy. With vast experience, they can help businesses understand how to connect and consolidate their data sources and how to use the software efficiently and effectively. **Who is Responsible for Log Analysis Implementation?** It may require a lot of people, or many teams, to properly deploy an analytics platform. This is because data can cut across teams and functions. As a result, it is rare that one person or even one team has a full understanding of all of a company’s data assets. With a cross-functional team in place, a business can piece together their data and begin the journey of analytics, starting with proper data preparation and management. ### Log Analysis Software Trends Log analysis software is getting supercharged with the help of technology like machine learning. With this advanced version of the software, business professionals without a strong data background are able to use the tools, digging deep into the data to better understand the business. **Volume, velocity, and variety of data** Data is being produced at a rapid rate and the data types are not all of one flavor. Individual businesses produce a range of data types like sensor data from internet of things (IoT) devices, event logs, and clickstreams. As such, the tools needed to process and distribute this data need to be able to handle this load in a way that is scalable, cost efficient, and effective. Advances in artificial intelligence (AI) techniques, such as machine learning, are helping to make this more manageable. **Self service** As with other types of analytics tools, there is an increasing trend for software to be of a self-service nature. This means that non professionals should be able to use the tool easily with little to no IT support for setting it up. With drag-and-drop interfaces or highly customizable setups, average business users are being empowered by statistical analysis capabilities. **Augmented analytics** AI and machine learning are making inroads across most industries and business use cases with statistics being no exception. With machine learning powering statistical analysis, users are able to discover data, determine the best type of analysis to deploy for a particular data set or problem, and more. ### Log Analysis Software FAQs ### Most Popular FAQs #### Which log analysis software has the best reviews? Sentry, Coralogix, New Relic, and Datadog lead the Log Analysis category, with DevOps, security, and platform engineering teams citing real-time alerting, full-stack correlation, and query performance at scale as the capabilities they rely on most. Here’s why these four platforms stand out across the category: - [Sentry](https://www.g2.com/products/sentry/reviews): The most reviewed log analysis platform in the category, rated for making debugging fast and practical with real-time, actionable error and performance insights that reduce guesswork for engineering teams. - [Coralogix](https://www.g2.com/products/coralogix/reviews): A cost-effective observability platform praised for its user-friendly UI, AI-powered Dataprime query support, and ability to ingest logs, traces, metrics, and profiling data in a single environment. - [New Relic](https://www.g2.com/products/new-relic/reviews): Rated for end-to-end visibility across applications and infrastructure, with reviewers citing fast APM integration for Node.js and Python services and clear performance insights that surface friction in production quickly. - [Datadog](https://www.g2.com/products/datadog/reviews): A unified observability platform rated for acting as a single source of truth across logs, metrics, APM, and infrastructure, with strong integrations for Slack and PagerDuty and flexible log aggregation at scale. #### What log analysis software integrates with cloud monitoring systems? Engineering teams running on AWS, GCP, or Azure want log analysis that connects natively to their cloud provider rather than living as a parallel system. These platforms have the deepest cloud monitoring integrations: - [Datadog](https://www.g2.com/products/datadog/reviews): Native integrations across AWS, GCP, and Azure with automatic ingestion of CloudWatch, Stackdriver, and Azure Monitor logs alongside metrics and traces, giving cloud teams unified observability without separate ingestion pipelines. - [New Relic](https://www.g2.com/products/new-relic/reviews): Connects directly to cloud provider monitoring streams and APM data across AWS, GCP, and Azure, with full-stack telemetry that lets engineering teams correlate logs with infrastructure metrics in a single view. - [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews): A cloud-native log management platform with deep AWS, GCP, and Azure integrations including support for cloud audit logs, VPC flow logs, and Kubernetes data, used by teams running multi-cloud environments. #### What is the top log analysis tool for DevOps teams? DevOps teams need log analysis tools that surface production errors fast, integrate with CI/CD and alerting workflows, and provide actionable insights without drowning engineers in noise. Here are the top log analysis tools for DevOps team: - [Dash0](https://www.g2.com/products/dash0/reviews): An OpenTelemetry-native observability platform rated by DevOps teams for unifying logs, metrics, and traces in a single tool, eliminating the need to juggle multiple monitoring systems across a fragmented stack. - [Last9](https://www.g2.com/products/last9-last9/reviews): A reliability-focused observability platform rated for surfacing only what truly matters, with reviewers citing its focus on actionable metrics and its ability to maintain visibility in complex distributed architectures without alert fatigue. - [Middleware](https://www.g2.com/products/middleware/reviews): A full-stack observability platform rated by DevOps teams for correlating logs, metrics, and traces in a developer-friendly interface that reduces the time to identify root causes across microservices environments. #### Which vendor offers AI-powered anomaly detection in logs? Engineering and security teams need log analysis platforms that apply machine learning to automatically flag unusual patterns, reducing manual triage time and catching issues before they escalate. Here are the top vendors that offer AI-powered anomaly detection in logs: - [Panther](https://www.g2.com/products/panther/reviews): A security-focused log analysis platform with AI Triage that reviewers describe as a game changer for reducing alert fatigue, using detection-as-code workflows and AI-assisted triage to surface only the behaviors that matter. - [Dynatrace](https://www.g2.com/products/dynatrace/reviews): An AI-driven observability platform that uses Davis AI to correlate log messages with performance problems, automatically define custom log metrics, and perform root-cause analysis across production environments. - [Better Stack](https://www.g2.com/products/better-stack/reviews): A monitoring and log management platform rated for combining real-time log analysis, uptime monitoring, and incident management with intelligent alerting that reduces noise for on-call engineering teams. #### What is log analysis? Log analysis is the process of collecting, parsing, and interpreting log files generated by applications, servers, and network devices to extract insights about system performance, errors, and security events. Log analysis tools process unstructured text data to identify patterns, anomalies, and threats in real time, giving DevOps and security teams the visibility they need to debug production issues, detect breaches, and meet compliance requirements. Modern log analysis platforms aggregate data from multiple sources, apply AI and machine learning to surface relevant signals, and correlate logs with metrics and traces for faster root-cause analysis. ### Small Business FAQs #### What is the most affordable log analysis software for SMBs? Most small engineering teams do not need a full-scale observability platform. These [log analysis tools for small businesses](https://www.g2.com/categories/log-analysis/small-business) offer search, alerting, and basic anomaly detection at a cost structure that works without a dedicated infrastructure budget: - [Site24x7](https://www.g2.com/products/site24x7/reviews): An all-in-one monitoring platform rated by SMB teams for combining log analysis with infrastructure, application, and network monitoring at a competitive price point, with a free trial and tiered plans that scale with team size. - [Checkmk](https://www.g2.com/products/checkmk/reviews): An infrastructure and log monitoring platform with a free community edition, rated for broad integration support and a flexible deployment model that suits small IT teams managing hybrid on-premise and cloud environments. - [Netdata](https://www.g2.com/products/netdata/reviews): An open-source real-time monitoring and log analysis tool rated for zero-configuration setup and high-resolution metrics, making it a practical low-cost starting point for small teams that need immediate system visibility. #### What is the best log analysis software for startups? Startup engineering teams need to start getting value from logs immediately, not after a week of setup. These tools offer fast instrumentation, generous free tiers, and SDKs for the frameworks startups actually use: - [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews): A cloud-native log management and analytics platform rated for fast onboarding and strong multi-source ingestion, used by growing engineering teams to centralize logs, monitor security signals, and meet compliance requirements from a single SaaS platform. - [Logmanager](https://www.g2.com/products/logmanager/reviews): A log management platform rated for straightforward deployment and centralized log collection across diverse infrastructure, giving startup IT and security teams a reliable foundation for log search and alerting without complex setup. - [Elastic Observability](https://www.g2.com/products/elastic-observability/reviews): An Elasticsearch-based observability platform rated for powerful log search and visualization capabilities, giving startups with technical teams access to enterprise-grade log analysis infrastructure with flexible self-hosted or cloud deployment options. #### Which log analysis software is most user-friendly for startups? A log analysis tool that requires a week of training or a Splunk-certified admin to operate is the wrong fit for small teams. These platforms make search, dashboards, and alerting accessible to engineers who are not log specialists: - [Sentry](https://www.g2.com/products/sentry/reviews): Earns strong ease-of-use and ease-of-setup scores, with reviewers specifically describing it as beginner-friendly and offering an easy-to-use interface that gives engineering teams actionable error insights without configuration overhead. - [Last9](https://www.g2.com/products/last9-last9/reviews): Rated for surfacing only relevant reliability signals without overwhelming teams with noise, making it an accessible starting point for startup SRE and DevOps teams building their first observability practice. - [Dash0](https://www.g2.com/products/dash0/reviews): Earns strong ease-of-doing-business scores with reviewers highlighting excellent direct support and a smooth OTel-native setup process that gets teams ingesting logs, metrics, and traces without complex instrumentation. #### What log analysis tool works best for small security teams? Security teams running lean cannot afford to spend hours triaging log noise. These tools apply structure and prioritization to security log data so small teams can focus on actual threats rather than raw event volume: - [Panther](https://www.g2.com/products/panther/reviews): Rated by security teams for its detection-as-code approach with version-controlled alert rules and AI-powered triage that reduces alert fatigue, letting small teams focus investigation effort on the signals that actually indicate malicious behavior. - [RunReveal](https://www.g2.com/products/runreveal/reviews): A cloud security log analysis platform built for lean security teams, offering fast querying across cloud audit logs and a detection workflow designed to be manageable without a full SOC team behind it. - [Logmanager](https://www.g2.com/products/logmanager/reviews): A log management platform rated for centralized log collection and compliance-friendly audit trails, suited to small security teams in regulated industries that need reliable log retention and search without complex SIEM configuration. #### What is the best log analysis tool for small teams managing cloud infrastructure? Cloud-native teams on AWS, GCP, or Azure need log analysis that connects natively to their provider, not a tool that requires a custom ingestion pipeline to get started. These platforms are built for that environment: - [Better Stack](https://www.g2.com/products/better-stack/reviews): A cloud-friendly monitoring and log management platform rated for combining log search, uptime monitoring, and incident alerting in a single tool that small cloud teams can adopt without an observability specialist. - [Middleware](https://www.g2.com/products/middleware/reviews): Rated for its developer-friendly approach to full-stack observability, with small cloud teams using it to correlate logs with metrics and traces across containerized and microservices environments without managing separate tools for each signal type. - [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews): A cloud-native log management platform rated for fast onboarding and strong AWS, GCP, and Azure integrations, giving small DevOps teams a centralized log analysis environment that scales alongside growing cloud infrastructure. ### Enterprise FAQs #### What is the best-rated log analysis software for tech enterprises? Enterprise engineering organizations ingest log data across hundreds of services, multiple cloud accounts, and on-premise infrastructure simultaneously. These platforms handle that volume and complexity without degrading query performance: - [Datadog](https://www.g2.com/products/datadog/reviews): Rated by enterprise teams for providing a unified view across logs, metrics, APM, and infrastructure with over 500 integrations, strong compliance tooling, and flexible retention and pricing suited to high-volume production environments. - [New Relic](https://www.g2.com/products/new-relic/reviews): An enterprise observability platform rated for end-to-end visibility from front-end to backend, with reviewers in retail and financial services citing its ability to model business-critical user journeys and pinpoint performance friction across complex stacks. - [Coralogix](https://www.g2.com/products/coralogix/reviews): An enterprise-grade observability platform rated by large teams for its cost-effective data pipeline architecture, AI-assisted querying, and ability to handle logs, traces, metrics, and profiling without tiered ingestion pricing that escalates unpredictably at scale. #### What is the most reliable log analysis tool for enterprises? In production environments at scale, the observability platform needs to be more reliable than the systems it monitors. These [log analysis platforms for enterprises](https://www.g2.com/categories/log-analysis/enterprise) have the SLA commitments, global infrastructure, and support maturity that enterprise engineering teams depend on: - [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews): The category benchmark for enterprise log analysis, rated for its powerful SPL search language, extensive integration ecosystem, and long track record in enterprise security, compliance, and IT operations across large organizations. - [Dynatrace](https://www.g2.com/products/dynatrace/reviews): An enterprise AI-driven observability platform rated for automated root-cause analysis, continuous log monitoring across production environments, and strong support infrastructure suited to large-scale deployments with complex dependency chains. - [Elastic Stack](https://www.g2.com/products/elastic-stack/reviews): The most widely deployed open-source log analysis foundation, rated by enterprise teams for its powerful search capabilities, flexible deployment options, and large ecosystem of integrations across on-premise and multi-cloud environments. #### What is the best-reviewed log analysis software for enterprise app integration? Log analysis data is most valuable when it connects to the incident management, deployment, and alerting systems already in use. These platforms are consistently cited by enterprise teams for native integrations across the cloud and DevOps ecosystem: - [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews): Rated by enterprise teams for broad multi-source log ingestion, strong cloud provider integrations, and security analytics capabilities that connect log data with compliance reporting and threat detection workflows across large environments. - [Red Hat Ansible Automation Platform](https://www.g2.com/products/red-hat-ansible-automation-platform/reviews): Used by enterprise infrastructure teams alongside log analysis pipelines for automating log collection, configuration management, and remediation workflows across hybrid and multi-cloud environments. - [Elastic Observability](https://www.g2.com/products/elastic-observability/reviews): Rated by enterprise engineering teams for its deep integration with Elasticsearch-based infrastructure, supporting complex log correlation across application, infrastructure, and security data in a single governed platform. #### Which log analysis platform is best for enterprises with strict security and compliance requirements? Financial services, healthcare, and regulated infrastructure companies need log management that goes beyond operational visibility into evidence preservation. These platforms provide tamper-evident audit trails, role-based access, and retention policies that satisfy SOC 2, PCI DSS, and GDPR requirements: - [Logmanager](https://www.g2.com/products/logmanager/reviews): A compliance-oriented log management platform rated for centralized log collection and audit trail capabilities, used in regulated industries to meet data retention and security monitoring requirements without complex custom configuration. - [Checkmk](https://www.g2.com/products/checkmk/reviews): Rated by enterprise IT teams for reliable hybrid infrastructure monitoring with strong alerting and compliance-friendly log collection, supporting organizations that need consistent oversight across on-premise, cloud, and containerized environments. - [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews): The category benchmark for enterprise security log analysis and compliance, rated for its SPL search language, SIEM capabilities, and audit-ready reporting that supports SOC 2, PCI DSS, and HIPAA compliance requirements for large regulated organizations. #### Which enterprise log analysis tool has the best performance at scale? When log ingestion is measured in terabytes per day, slow queries and index lag are not minor inconveniences. These platforms are designed to keep search fast and storage efficient as data volumes grow: - [Site24x7](https://www.g2.com/products/site24x7/reviews): Rated by enterprise monitoring teams for consistent performance across large, distributed environments, with strong cloud-native log collection and analysis capabilities that scale alongside growing infrastructure footprints. - [Netdata](https://www.g2.com/products/netdata/reviews): An open-source real-time monitoring platform rated for high-resolution metric and log collection at scale, offering enterprise teams a performance-efficient foundation for infrastructure observability with minimal resource overhead. - [New Relic](https://www.g2.com/products/new-relic/reviews): An enterprise observability platform rated for end-to-end visibility and consistent query performance across high log volumes, with flexible data ingest pricing that helps large organizations manage costs as their infrastructure and logging footprint grows. Last updated on April 27, 2026