# Best Log Analysis Software with Detect Anomalies Capabilities

## How Many Log Analysis Software Products Does G2 Track?

**Total Products under this Category:** 106

### Category Stats (Aug 2026)

- **Average Rating:** 4.44/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Motadata ObserveOps (+1.28%) - Among all products in this category, Motadata ObserveOps recorded the largest rating increase compared to last month

_Last updated: August 03, 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
- 106+ Products
- Unbiased Rankings

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

## G2 Grid® for Log Analysis Software
 ![G2 Grid® for Log Analysis Software plotting products by satisfaction and market presence](https://www.g2.com/categories/log-analysis/grids.png?focus%5B%5D=3824&focus%5B%5D=139215&focus%5B%5D=16779&focus%5B%5D=17313&focus%5B%5D=2056&focus%5B%5D=10436&focus%5B%5D=2965&focus%5B%5D=5691)

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

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

**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_llm&secure%5Bcategory_id%5D=1136&secure%5Bchosen_at%5D=2026-08-04T02%3A35%3A30Z&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%2Ff%2Fdetect-anomalies%3Fopen_modal_url%3D%252Fproducts%252Fdataset-by-sentinelone%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Flog-analysis%25252Ff%25252Fdetect-anomalies%2526source%253Dcategory&secure%5Btoken%5D=896aa6b36e6a50152b3a28b5417bcc56d41d0bc6cbd21d4c1e4ac05557502abd&secure%5Burl%5D=https%3A%2F%2Fwww.graylog.org%2Foverview&secure%5Burl_type%5D=paid_promos)

### [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:** 715

#### How Do G2 Users Rate Datadog?

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

#### Who Is the Company Behind Datadog?

- **Seller:** [Datadog](https://www.g2.com/sellers/datadog)
- **Company Website:** www.datadoghq.com
- **Year Founded:** 2010
- **HQ Location:** New York
- **Twitter:** @datadoghq  
51,207 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1b0942496e12618acadaab3a1601417c9f0d1941be094e2cefb0d89c606e73b5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1066442%2F&secure%5Burl_type%5D=linkedin_company_website)  
9,386 employees on LinkedIn®

#### Who Uses This Product?

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

#### What Do G2 Reviewers Say About Datadog?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of Datadog, appreciating intuitive dashboards and seamless integrations for monitoring.
- Users value the **user-friendly monitoring features** of Datadog, appreciating its intuitive dashboards and quick integrations.
- Users value the **real-time monitoring** capabilities of Datadog, enhancing their operational awareness and response times.
- Users appreciate the **user-friendly interface** and **robust features** of Datadog for seamless monitoring and integration.
- Users value the **intuitive dashboard creation** in Datadog, making monitoring easy and effective across various environments.

##### Cons

- Users feel that Datadog's pricing is **expensive** , suggesting it should be more affordable for better access.
- Users find the **learning curve steep** , with many features overwhelming and requiring a higher level of experience.
- Users find the **pricing issues** of Datadog concerning, citing high costs that escalate unpredictably with added features.
- Users feel the **cost is too high** , especially as expenses can scale unpredictably with additional features and logs.
- Users report a **steep learning curve** with Datadog, finding setup and usage challenging for newcomers.

#### What Are Recent G2 Reviews of Datadog?

**["Faster incident detection and root-cause analysis, leading to better customer experience."](https://www.g2.com/survey_responses/datadog-review-12850013)**

**Rating:** 4.5/5.0 stars

_— Bertrand P._

[Read full review](https://www.g2.com/survey_responses/datadog-review-12850013)

**["Datadog: Unified Logs, Metrics & Traces for Real-Time Visibility and Faster Debugging"](https://www.g2.com/survey_responses/datadog-review-13049319)**

**Rating:** 4.5/5.0 stars

_— Anshul S._

[Read full review](https://www.g2.com/survey_responses/datadog-review-13049319)

#### 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

### [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: 8.6/10)
- **Data Sources:** 8.7/10 (Category avg: 8.9/10)
- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 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:** www.coralogix.com
- **Year Founded:** 2014
- **HQ Location:** San Francisco, CA
- **Twitter:** @Coralogix  
4,102 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ef56bf9e77f90e052266a03df08c90be65b7100d379c98d7e03372c2daaa8254&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3763125%2F&secure%5Burl_type%5D=linkedin_company_website)  
588 employees on LinkedIn®

#### Who Uses This Product?

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

#### What Do G2 Reviewers Say About Coralogix?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** in setting up Coralogix, benefiting from seamless integrations and efficient monitoring.
- Users value the **integrated log management** of Coralogix, enhancing speed and accuracy in root-cause analysis.
- Users praise the **responsive customer support** of Coralogix, ensuring quick resolutions and enhanced user experience.
- Users value the **real-time monitoring** capabilities of Coralogix, enhancing user experience and incident response efficiency.
- Users appreciate the **user-friendly interface** of Coralogix, making it easy to search and export logs efficiently.

##### Cons

- Users find the **learning curve steep** , making it challenging for beginners to navigate and master metrics collection.
- Users find the **missing feature for exporting searched strings** limits their ability to efficiently manage logs.
- Users experience **slow performance** with Coralogix, leading to frustrating delays in loading and retrieving logs.
- Users find **learning difficulty** with Coralogix, especially concerning advanced features and navigating the overwhelming UI.
- Users note the **difficult learning curve** in navigating Coralogix’s complex setup and technical syntax initially.

#### 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)

### [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:** 1,234

#### How Do G2 Users Rate Dynatrace?

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

#### Who Is the Company Behind Dynatrace?

- **Seller:** [Dynatrace](https://www.g2.com/sellers/dynatrace)
- **Year Founded:** 2005
- **HQ Location:** Boston, MA
- **Twitter:** @Dynatrace  
18,668 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=83c43c7495079d745f57a9f8c381cbe86f78689894d05ac3e6cb0ba76b16494d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F125999%2F&secure%5Burl_type%5D=linkedin_company_website)  
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% Large, 23% Medium

#### What Do G2 Reviewers Say About Dynatrace?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **ease of use** of Dynatrace, highlighting its intuitive navigation and quick installation process.
- Users value the **real-time break point feature** for debugging code in production, enhancing their development process.
- Users commend the **quick information gathering** of Dynatrace, enhancing bug detection and overall debugging efficiency.
- Users value the **comprehensive data gathering** capabilities of Dynatrace, enabling efficient bug detection without production interruptions.
- Users find **monitoring** capabilities invaluable for quick insights and timely alerts on system issues, enhancing reliability.

##### Cons

- Users find the **learning curve steep** , with challenges in instrumentation and understanding the system effectively.
- Users are frustrated with **missing features** in Dynatrace, impacting data extraction and overall usability.
- Users find the **complexity of instrumentation** with Dynatrace can hinder effective problem investigation and ease of use.
- Users feel the **UI could be less cluttered** , making navigation and log viewing cumbersome for newcomers.
- Users find the **steep learning curve** of Dynatrace challenging, making it difficult to fully utilize its features.

#### What Are Recent G2 Reviews of Dynatrace?

**["Comprehensive Observability, Excellent AI, but Complex Pricing"](https://www.g2.com/survey_responses/dynatrace-review-13111992)**

**Rating:** 4.0/5.0 stars

_— Vishnu Vardhan N._

[Read full review](https://www.g2.com/survey_responses/dynatrace-review-13111992)

**["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)

#### 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

### [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:** 392

#### How Do G2 Users Rate Sumo Logic?

- **Alerts:** 8.1/10 (Category avg: 8.6/10)
- **Data Sources:** 8.2/10 (Category avg: 8.9/10)
- **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 8.9/10)
- **Metric and Event Data:** 8.3/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Sumo Logic?

- **Seller:** [Sumo Logic](https://www.g2.com/sellers/sumo-logic)
- **Company Website:** www.sumologic.com
- **Year Founded:** 2010
- **HQ Location:** Redwood City, CA
- **Twitter:** @SumoLogic  
6,542 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=405f2514b57035d31a9696f673d9692138c137173787398caeba6974c512d779&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1037816%2F&secure%5Burl_type%5D=linkedin_company_website)  
838 employees on LinkedIn®

#### Who Uses This Product?

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

#### What Do G2 Reviewers Say About Sumo Logic?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of Sumo Logic, finding it simple to learn and configure effectively.
- Users appreciate the **ease of searching and configuring logs** , enhancing their monitoring and tracing capabilities effortlessly.
- Users value the **Continuous Intelligence feature** of Sumo Logic for its quick and actionable insights from diverse data.
- Users commend **Sumo Logic's visual power and flexibility** , enhancing KPI display and minimizing log-related workload.
- Users value the **real-time insights** offered by Sumo Logic, enhancing monitoring and analytics for better decision-making.

##### Cons

- Users find Sumo Logic to be **expensive** , often questioning if its value justifies the high pricing.
- Users find the **difficult learning** curve of Sumo Logic hampers quick proficiency in using its features effectively.
- Users find Sumo Logic's **steep learning curve** challenging, especially when mastering complex queries and setup processes.
- Users find the **steep learning curve** of Sumo Logic challenging, requiring significant time to gain proficiency.
- Users experience **slow performance** due to a clunky UI and delayed alerting, impacting efficiency and response times.

#### What Are Recent G2 Reviews of Sumo Logic?

**["Secure, Privacy-First AI Logging That Helps Reduce Data Breach Risk"](https://www.g2.com/survey_responses/sumo-logic-review-13156334)**

**Rating:** 5.0/5.0 stars

_— Aiyappa Baleyada B._

[Read full review](https://www.g2.com/survey_responses/sumo-logic-review-13156334)

**["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)

#### 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)

### [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:** 415

#### How Do G2 Users Rate Splunk Enterprise?

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

#### Who Is the Company Behind Splunk Enterprise?

- **Seller:** [Cisco](https://www.g2.com/sellers/cisco)
- **Year Founded:** 1984
- **HQ Location:** San Jose, CA
- **Twitter:** @Cisco  
720,366 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=476aeabc5a712d049453edd5c54ea0318890d9e60d93782e37fe028224df1cbd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcisco%2F&secure%5Burl_type%5D=linkedin_company_website)  
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% Large, 27% Medium

#### What Do G2 Reviewers Say About Splunk Enterprise?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **innovation** of Splunk Enterprise, appreciating its user-friendly features and powerful analytics capabilities.
- Users value the **customization features** of Splunk Enterprise, enabling tailored insights and dynamic dashboards for effective monitoring.
- Users commend the **ease of use** of Splunk Enterprise, enhancing effective monitoring and quick issue resolution.
- Users value the **efficient log management** capabilities of Splunk Enterprise for accurate analysis and insights.
- Users value the **powerful reporting features** of Splunk Enterprise, enhancing data analysis and visualization capabilities significantly.

##### Cons

- Users find Splunk Enterprise to be **expensive** , especially as data volumes grow, impacting smaller teams' operations.
- Users face a **steep learning curve** with Splunk Enterprise, which can hinder quick mastery of its features.
- Users highlight the **expensive licensing** of Splunk Enterprise, making it difficult for some companies to adopt.
- Users face **integration issues** with Splunk Enterprise, requiring better add-ons and simpler architecture for easier deployment.
- Users feel that Splunk Enterprise has **missing features** , lacking important add-ons and more flexible data onboarding options.

#### What Are Recent G2 Reviews of Splunk Enterprise?

**["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)

**["Excellent Enterprise Observability and Log Management Solution for Hybrid Cloud Infrastructure"](https://www.g2.com/survey_responses/splunk-enterprise-review-12045230)**

**Rating:** 4.5/5.0 stars

_— RaviShankar S._

[Read full review](https://www.g2.com/survey_responses/splunk-enterprise-review-12045230)

#### 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

### [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:** 434

#### How Do G2 Users Rate Site24x7?

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

#### Who Is the Company Behind Site24x7?

- **Seller:** [Zoho](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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9c8e45ddb296c32c6c5597ef9ba945c94562c57624f7bd1dcf1a9e9931f71578&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F38373%2F&secure%5Burl_type%5D=linkedin_company_website)  
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% Medium, 42% Small

#### What Do G2 Reviewers Say About Site24x7?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Site24x7, benefiting from its simple interface and helpful support.
- Users appreciate the **single pane of glass visibility** that seamlessly connects website and server metrics, saving time effortlessly.
- Users appreciate the **real-time monitoring** capabilities of Site24x7, making performance tracking simple and efficient.
- Users value the **vast monitoring options** of Site24x7, allowing easy management of multiple resources from one interface.
- Users love the **easy setup and extensive visibility** of Site24x7, making network monitoring efficient and straightforward.

##### Cons

- Users report **missing alerts** and challenges with interfaces, impacting event monitoring efficiency and effectiveness.
- Users find the **tool integration process complex** , leading to confusion due to the multitude of options available.
- Users find the pricing of Site24x7 to be **expensive** , particularly for smaller businesses needing flexibility.
- Users find the **learning curve for advanced features** of Site24x7 can be steep and daunting.
- Users find the **UI poorly designed** , noting it lacks intuitiveness and feels outdated, affecting overall usability.

#### What Are Recent G2 Reviews of Site24x7?

**["Site24x7: Unified Monitoring with Smart AI Alerts and Root-Cause Insights"](https://www.g2.com/survey_responses/site24x7-review-13054966)**

**Rating:** 5.0/5.0 stars

_— Ravi R._

[Read full review](https://www.g2.com/survey_responses/site24x7-review-13054966)

**["Reliable All-in-One Infrastructure Monitoring"](https://www.g2.com/survey_responses/site24x7-review-13181155)**

**Rating:** 5.0/5.0 stars

_— Anees S._

[Read full review](https://www.g2.com/survey_responses/site24x7-review-13181155)

#### 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

### [Google Cloud Logging](https://www.g2.com/products/google-cloud-logging/reviews)

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

**Average Rating:** 4.4/5.0

**Total Reviews:** 35

#### How Do G2 Users Rate Google Cloud Logging?

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

#### Who Is the Company Behind Google Cloud Logging?

- **Seller:** [Google](https://www.g2.com/sellers/google)
- **Year Founded:** 1998
- **HQ Location:** Mountain View, CA
- **Twitter:** @google  
31,899,995 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fe4a5936665c9702418dd53c477fef5a7baea08078bb117ed67e966fc581b9ec&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1441%2F&secure%5Burl_type%5D=linkedin_company_website)  
341,888 employees on LinkedIn®
- **Ownership:** NASDAQ:GOOG

#### Who Uses This Product?

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

#### What Are Recent G2 Reviews of Google Cloud Logging?

**["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)

**["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)

#### 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)

### [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: 8.6/10)
- **Data Sources:** 8.8/10 (Category avg: 8.9/10)
- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 8.9/10)
- **Metric and Event Data:** 8.3/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Logz.io?

- **Seller:** [Logz.io](https://www.g2.com/sellers/logz-io)
- **Year Founded:** 2014
- **HQ Location:** Boston, MA
- **Twitter:** @logzio  
3,156 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c587b5dbd0ad0d25f1ca38f04cca15bfed8ef7d1c576dd3526241be3a786e3f8&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F4831888%2F&secure%5Burl_type%5D=linkedin_company_website)  
110 employees on LinkedIn®

#### Who Uses This Product?

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

#### What Do G2 Reviewers Say About Logz.io?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **extensive customization and powerful log management** features of Logz.io for their efficiency and affordability.
- Users highlight the **excellent customer support** of Logz.io, noting quick responses and knowledgeable assistance from the team.
- Users value the **ease of implementation** of Logz.io, praising its smooth integration and user-friendly dashboards.
- Users praise the **implementation ease** of Logz.io, enjoying a smooth integration and user-friendly dashboard.
- Users love the **user-friendly dashboard and insightful log aggregation** that make troubleshooting efficient and effective.

##### Cons

- Users find the **dashboard issues** problematic, requesting improved functionality and easier chart creation options.
- Users face **integration issues** with Logz.io, citing lag in indexing and complexity in advanced configurations.
- Users find the **limited customization options** in Logz.io restrictive, affecting their overall satisfaction with the product.
- Users find **complex configuration** challenging for setting up alerts and reports, requiring deep data analysis.
- Users find **complex debugging** challenging, often needing to deeply analyze data to set up alerts and reports effectively.

#### What Are Recent G2 Reviews of Logz.io?

**["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

### [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:** 107

#### How Do G2 Users Rate Graylog?

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

#### Who Is the Company Behind Graylog?

- **Seller:** [Graylog](https://www.g2.com/sellers/graylog)
- **Company Website:** www.graylog.org
- **Year Founded:** 2009
- **HQ Location:** Houston, US
- **Twitter:** @graylog2  
9,115 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=394c6b44058cc8d1a373aecff6b34e08cfaa67704cfc76dc3ef472435b153cfd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fsales%2Fcompany%2F2783090%3F_ntb%3DdeUf18mKRvS5YlRE65XIhw%253D%253D&secure%5Burl_type%5D=linkedin_company_website)  
127 employees on LinkedIn®

#### Who Uses This Product?

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

#### What Do G2 Reviewers Say About Graylog?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **cost optimization** of Graylog, finding it reliable and compliant with industry standards.
- Users find the **detailed API information** invaluable for efficient debugging, enhancing their troubleshooting capabilities.
- Users find the **extensive detail** provided for APIs in Graylog invaluable for effective debugging and problem-solving.
- Users find the **detailed API insights** incredibly helpful for effective debugging, preventing dead ends in complex situations.
- Users find Graylog to be **reliable and cost-effective** , effectively meeting industry standards in log management.

##### Cons

- Users find the **complexity of Graylog** frustrating, as it often hampers efficiency during debugging and API reviews.
- Users experience **debugging difficulties** with Graylog, often wasting time during troubleshooting and API response reviews.
- Users struggle with **integration issues** when attempting to connect more platforms to Graylog effectively.
- Users find the **learning curve challenging** , as it complicates workflows and slows down debugging and review processes.
- Users find the **time consumption** of Graylog frustrating, as it often hinders debugging and reviewing processes.

#### 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)

### [Checkmk](https://www.g2.com/products/checkmk/reviews)

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

**Average Rating:** 4.7/5.0

**Total Reviews:** 294

#### How Do G2 Users Rate Checkmk?

- **Alerts:** 8.7/10 (Category avg: 8.6/10)
- **Data Sources:** 8.1/10 (Category avg: 8.9/10)
- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 8.9/10)
- **Metric and Event Data:** 8.4/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Checkmk?

- **Seller:** [Checkmk](https://www.g2.com/sellers/checkmk)
- **Company Website:** checkmk.com
- **Year Founded:** 2007
- **HQ Location:** Munich, DE
- **Twitter:** @checkmk  
1,755 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3ca503fe26c40a0637ffb12376dcf8580a5f90178bc7980702b688b368f8a219&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F11824415%2F&secure%5Burl_type%5D=linkedin_company_website)  
225 employees on LinkedIn®

#### Who Uses This Product?

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

#### What Do G2 Reviewers Say About Checkmk?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Checkmk extremely **easy to use** , appreciating its clear documentation and quick setup for effective monitoring.
- Users appreciate the **flexible and powerful monitoring** capabilities of Checkmk, making it suitable for diverse IT infrastructures.
- Users appreciate the **comprehensive monitoring capabilities** of Checkmk, providing visibility across diverse IT infrastructures effortlessly.
- Users value the **flexibility and customization** of Checkmk, making it a versatile and powerful monitoring solution.
- Users value the **real-time monitoring** capabilities of Checkmk, enabling seamless observation of applications and infrastructure.

##### Cons

- Users find the **learning curve steep** , making onboarding and finding settings difficult for non-regular users.
- Users find **difficult learning** curves with Checkmk, particularly in customizing dashboards and understanding complex settings.
- Users find the **onboarding process and configuration overly complex** , posing challenges for new and non-regular users.
- Users experience a **steep learning curve** with Checkmk, particularly for advanced configurations and custom development.
- Users find the **complex setup** of Checkmk challenging, especially for non-regular users and advanced features.

#### What Are Recent G2 Reviews of Checkmk?

**["Enterprise grade monitoring as it should be"](https://www.g2.com/survey_responses/checkmk-review-1510115)**

**Rating:** 5.0/5.0 stars

_— Rolf A._

[Read full review](https://www.g2.com/survey_responses/checkmk-review-1510115)

**["Efficient monitoring, but reports need improvement"](https://www.g2.com/survey_responses/checkmk-review-9773274)**

**Rating:** 5.0/5.0 stars

_— Martin K._

[Read full review](https://www.g2.com/survey_responses/checkmk-review-9773274)

#### What Are G2 Users Discussing About Checkmk?

- [Why Checkmk?](https://www.g2.com/discussions/why-checkmk) - 1 comment
- [Is Check MK free?](https://www.g2.com/discussions/is-check-mk-free) - 1 comment, 1 upvote
- [Is Checkmk open source?](https://www.g2.com/discussions/is-checkmk-open-source) - 8 comments
- [What does Checkmk do?](https://www.g2.com/discussions/what-does-checkmk-do) - 2 comments

### [Mezmo](https://www.g2.com/products/mezmo/reviews)

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

**Average Rating:** 4.6/5.0

**Total Reviews:** 213

#### How Do G2 Users Rate Mezmo?

- **Alerts:** 8.7/10 (Category avg: 8.6/10)
- **Data Sources:** 8.9/10 (Category avg: 8.9/10)
- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 8.9/10)
- **Metric and Event Data:** 8.7/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Mezmo?

- **Seller:** [Mezmo](https://www.g2.com/sellers/mezmo)
- **Year Founded:** 2015
- **HQ Location:** San Jose, California
- **Twitter:** @mezmodata  
1,733 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=84ed4135b8c0ef1fdda6394cd0862d79b2145c787cb2f9f1d0cdf5db5deb9e0a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmezmo%2F&secure%5Burl_type%5D=linkedin_company_website)  
61 employees on LinkedIn®

#### Who Uses This Product?

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

#### What Do G2 Reviewers Say About Mezmo?

_AI-generated summary from verified user reviews_

##### Pros

- Users enjoy the **ease of use** of Mezmo, highlighting its intuitive UI and efficient log analysis capabilities.
- Users appreciate the **ease of log collection and analysis** with Mezmo, enhancing incident response efficiency significantly.
- Users value the **real-time monitoring** capabilities of Mezmo, streamlining log management and incident response efficiency.
- Users appreciate the **real-time monitoring** capabilities of Mezmo, enhancing incident response and simplifying log analysis.
- Users commend Mezmo for its **efficiency improvement** , significantly enhancing productivity and simplifying log management across systems.

##### Cons

- Users find the **UX improvement** necessary, as the website design complicates navigation and access to documentation.
- Users note that the **complex setup** of Mezmo demands specialized skills and significant resources for effective implementation.
- Users are concerned about the **high costs** of Mezmo, especially with rising prices based on log volume.
- Users find the **learning difficulty** of Mezmo challenging at first, but recent improvements have aided in understanding.
- Users find it frustrating that they cannot use **regular "log" level** and face limitations on log submission.

#### What Are Recent G2 Reviews of Mezmo?

**["Streamlined Log Management and Observability with Mezmo"](https://www.g2.com/survey_responses/mezmo-review-11670560)**

**Rating:** 5.0/5.0 stars

_— Nilansh B._

[Read full review](https://www.g2.com/survey_responses/mezmo-review-11670560)

**["Mezmo has helped our security operations as far as speed, efficiency, and integrations available"](https://www.g2.com/survey_responses/mezmo-review-11110311)**

**Rating:** 5.0/5.0 stars

_— Verified User in Telecommunications_

[Read full review](https://www.g2.com/survey_responses/mezmo-review-11110311)

#### What Are G2 Users Discussing About Mezmo?

- [What does LogDNA do?](https://www.g2.com/discussions/what-does-logdna-do)
- [Is LogDNA open source?](https://www.g2.com/discussions/is-logdna-open-source) - 1 comment
- [What is the use of log DNA?](https://www.g2.com/discussions/what-is-the-use-of-log-dna)
- [How do you use LogDNA?](https://www.g2.com/discussions/how-do-you-use-logdna) - 1 comment

### [DataSet (by SentinelOne)](https://www.g2.com/products/dataset-by-sentinelone/reviews)

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

**Average Rating:** 4.6/5.0

**Total Reviews:** 39

#### How Do G2 Users Rate DataSet (by SentinelOne)?

- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 8.9/10)

#### Who Is the Company Behind DataSet (by SentinelOne)?

- **Seller:** [DataSet](https://www.g2.com/sellers/dataset)
- **Year Founded:** 2011
- **HQ Location:** San Mateo, California
- **Twitter:** @scalyr  
4 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1d89aa57c5b36b0b3d361b07a459b08022564542e4d26dfff38ccc74ddd7d20d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F9520422%2F&secure%5Burl_type%5D=linkedin_company_website)  
19 employees on LinkedIn®

#### Who Uses This Product?

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

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

**["Fast and not too expensive"](https://www.g2.com/survey_responses/dataset-by-sentinelone-review-4270606)**

**Rating:** 5.0/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/dataset-by-sentinelone-review-4270606)

**["Requires a little bit of technical expertise, but offers deep control of log integration"](https://www.g2.com/survey_responses/dataset-by-sentinelone-review-1139892)**

**Rating:** 4.0/5.0 stars

_— Trevor R._

[Read full review](https://www.g2.com/survey_responses/dataset-by-sentinelone-review-1139892)

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

- [What is DataSet (by SentinelOne) used for?](https://www.g2.com/discussions/what-is-dataset-by-sentinelone-used-for)

### [InsightOps](https://www.g2.com/products/insightops/reviews)

Ridiculously easy log management is just the beginning

**Average Rating:** 3.1/5.0

**Total Reviews:** 11

#### How Do G2 Users Rate InsightOps?

- **Has the product been a good partner in doing business?:** 4.2/10 (Category avg: 8.9/10)

#### Who Is the Company Behind InsightOps?

- **Seller:** [Rapid7](https://www.g2.com/sellers/rapid7)
- **Year Founded:** 2000
- **HQ Location:** Boston, MA
- **Twitter:** @rapid7  
124,405 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=04bdb542ee8372d372b62e305f57e5c7aefbd59efac3d6831f78fcc71f4f819c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F39624%2F&secure%5Burl_type%5D=linkedin_company_website)  
3,274 employees on LinkedIn®
- **Ownership:** NASDAQ:RPD

#### Who Uses This Product?

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

#### What Are Recent G2 Reviews of InsightOps?

**["Real time and endpoints management solutions."](https://www.g2.com/survey_responses/insightops-review-2956271)**

**Rating:** 5.0/5.0 stars

_— Paul D._

[Read full review](https://www.g2.com/survey_responses/insightops-review-2956271)

**["Logentries is a must to not get lost in logging"](https://www.g2.com/survey_responses/insightops-review-169899)**

**Rating:** 4.0/5.0 stars

_— Christophe N._

[Read full review](https://www.g2.com/survey_responses/insightops-review-169899)

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- [Penetration Testing](/categories/penetration-testing-tools)
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[Browse Log Analysis Themes](/categories/log-analysis/themes)

Benefits of Log Analysis Software with Detect Anomalies capabilities include: Identify and predict anomalies in real-time with outlier detection and uncover root-causes

Below are the top-rated Log Analysis Software with Detect Anomalies capabilities, as verified by G2’s Research team. Real users have identified Detect Anomalies as an important function of Log Analysis Software. Compare different products that offer this feature so you can decide which is best for your business needs.

Top Tools at a Glance

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Unified observability with correlated logs, traces, metrics

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User Review

"Faster incident detection and root-cause analysis, leading to better customer experience."

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Full-stack observability with distributed tracing

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User Review

"New Relic User Experience Review"

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Cost-optimized log correlation with real-time anomaly detection

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User Review

"Reliable Log Monitoring with Room for Improvement"

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Real-time error context with stack traces

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User Review

"Best Log Monitoring for Catching Live App Errors"

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AI-driven root cause analysis with PurePath tracing

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User Review

"Comprehensive Observability, Excellent AI, but Complex Pricing"

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Cloud-native log analysis with AI-assisted troubleshooting

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User Review

"Secure, Privacy-First AI Logging That Helps Reduce Data Breach Risk"

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| 

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Real-time security correlation across distributed infrastructure

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User Review

"Excellent Enterprise Observability and Log Management Solution for Hybrid Cloud Infrastructure"

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| 

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Unified infrastructure monitoring with log correlation

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User Review

"Site24x7: Unified Monitoring with Smart AI Alerts and Root-Cause Insights"

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| 

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Centralized log search across distributed microservices

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User Review

"Powerful Centralized Log Management with Elastic Stack"

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