Best Application Performance Monitoring (APM) Tools for Medium-Sized Businesses - Page 3

How Many Application Performance Monitoring (APM) Tools Products Does G2 Track?

Total Products under this Category: 291

Category Stats (Nov 2026)

  • Average Rating: 4.45/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: BMC AMI Data (+1.07%) - Among all products in this category, BMC AMI Data recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Application Performance Monitoring (APM) Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 18,900+ Authentic Reviews
  • 291+ 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 Application Performance Monitoring (APM) Tools

G2 Grid® for Application Performance Monitoring (APM) Tools plotting products by satisfaction and market presence

Highlighted products: Datadog, IBM Instana, Coralogix, New Relic, LogRocket, Grafana Labs, Site24x7, and Dynatrace.

Underlying data: [Grid® JSON](https://www.g2.com/categories/application-performance-monitoring-apm/grids.json?focus%5B%5D=datadog&focus%5B%5D=ibm-instana&focus%5B%5D=coralogix&focus%5B%5D=new-relic&focus%5B%5D=logrocket&focus%5B%5D=grafana-labs&focus%5B%5D=site24x7&focus%5B%5D=dynatrace&segment=mid-market)

Splunk AppDynamics

Powered by Cisco, AppDynamics is on a mission to help companies see their technology through the lens of the business so they can work as one to prioritize what matters most. We’re reinventing the observability space and simplifying the challenge of digital transformation for the world’s largest enterprises. In this era of unprecedented digital growth, the AppDynamics Business Observability Platform transforms organizations faster by providing business context deep into the technology stack, aligning teams around shared priorities, and enabling technologists to act with confidence and control. AppDynamics has been recognized by Gartner as a leader in the APM market for more than eight years and was positioned highest in ‘ability to execute’ in Gartner’s 2021 Magic Quadrant Report for APM.

Average Rating: 4.3/5.0

Total Reviews: 335

How Do G2 Users Rate Splunk AppDynamics?

  • Performance Metrics: 8.5/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 9.3/10 (Category avg: 8.4/10)
  • Real User Monitoring (RUM): 8.9/10 (Category avg: 8.3/10)
  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 8.9/10)

Who Is the Company Behind Splunk AppDynamics?

  • Seller: Cisco
  • Year Founded: 1984
  • HQ Location: San Jose, CA
  • LinkedIn® Page: www.linkedin.com
    95,294 employees on LinkedIn®
  • Ownership: NASDAQ:CSCO
  • Phone: 847-678-6600

Who Uses This Product?

  • Who Uses This: Senior Software Engineer, Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 58% Large, 35% Medium

What Do G2 Reviewers Say About Splunk AppDynamics?

AI-generated summary from verified user reviews

Pros
  • Users value the automation capabilities of AppDynamics, facilitating seamless integration with essential ITSM tools.
  • Users value the seamless integration capabilities of AppDynamics with multi-cloud environments and ITSM tools like ServiceNow.
  • Users find the ease of integration with tools like ServiceNow enhances their AppDynamics experience significantly.
  • Users value the easy integration with ITSM tools like ServiceNow, enhancing their AppDynamics experience.
  • Users appreciate the easy integrations with downstream products like ITSM tools, enhancing the overall monitoring experience.
Cons
  • Users face billing issues such as high renewal costs and delayed support following the Cisco acquisition.
  • Users find the high renewal costs and slow updates frustrating after Cisco's acquisition of AppDynamics.
  • Users express frustration over the inefficient alert system, impacting timely responses and overall product effectiveness.
  • Users report poor customer support, citing delays in assistance and lengthy timelines for product enhancements after the acquisition.
  • Users face pricing issues with Splunk AppDynamics, citing high renewal costs and slow support responses post-acquisition.

What Are Recent G2 Reviews of Splunk AppDynamics?

What Are G2 Users Discussing About Splunk AppDynamics?

Ivanti vADC

Ivanti Virtual Application Delivery Controller delivers secure, high‑performance application delivery by unifying Virtual Traffic Manager, Web Application Firewall, and Services Director into an adaptable platform. It improves application resilience and performance through intelligent load balancing, traffic optimization, and real‑time monitoring, while integrated WAF capabilities protect against application‑layer attacks and support compliance requirements. Centralized orchestration streamlines provisioning, scaling, and license management, enabling organizations to maintain consistent performance and security across distributed, cloud‑first application environments.

Average Rating: 4.3/5.0

Total Reviews: 70

How Do G2 Users Rate Ivanti vADC?

  • Performance Metrics: 9.0/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 10.0/10 (Category avg: 8.4/10)
  • Real User Monitoring (RUM): 9.3/10 (Category avg: 8.3/10)
  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 8.9/10)

Who Is the Company Behind Ivanti vADC?

  • Seller: Ivanti
  • Year Founded: 1985
  • HQ Location: South Jordan, UT
  • LinkedIn® Page: www.linkedin.com
    3,026 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Higher Education
  • Company Size: 76% Large, 15% Medium

What Are Recent G2 Reviews of Ivanti vADC?

What Are G2 Users Discussing About Ivanti vADC?

Raygun

Get instant visibility into the health of your software to proactively identify and resolve issues before they impact your customers. Raygun's suite of digital experience monitoring tools surfaces actionable, customer-centric insights across your entire tech stack. Monitor and improve software quality and performance to deliver fast, error-free experiences that delight your customers and grow your business. Raygun's products cover three main areas, all fully integrated with each other to unlock deeply powerful insights, unlike anything your team has experienced before. Crash Reporting - Fix bugs with greater speed and accuracy. Go straight to the root cause of crashes and errors with granular diagnostics right down to the line of code. Replicate and resolve issues faster, improve reliability, and free up time for more meaningful work. Real User Monitoring - Deliver flawless software experiences. Understand your customer's digital experience with real-user insights you can trust across every user, session, and device. Monitor error and performance trends in real-time and proactively address business-critical issues before they impact your customers — and your revenue. APM - Out of this world application performance monitoring. Get unrivaled visibility into server-side performance. Uncover detailed, code-level insights into server-side performance with a comprehensive session trace breakdown that tells you exactly how your code executed, down to the millisecond. Raygun is the fastest way to improve your customers' digital experience. Try it for free today!

Average Rating: 4.3/5.0

Total Reviews: 123

How Do G2 Users Rate Raygun?

  • Performance Metrics: 9.1/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 9.4/10 (Category avg: 8.4/10)
  • Real User Monitoring (RUM): 8.8/10 (Category avg: 8.3/10)
  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 8.9/10)

Who Is the Company Behind Raygun?

  • Seller: Raygun
  • Year Founded: 2007
  • HQ Location: Wellington, New Zealand
  • LinkedIn® Page: www.linkedin.com
    20 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 55% Small, 37% Medium

What Do G2 Reviewers Say About Raygun?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of use of Raygun, highlighting its intuitive interface and efficient problem-solving capabilities.
  • Users value the effective issue detection that quickly identifies problems and suggests solutions for smoother operations.
  • Users appreciate the ease of issue identification with Raygun, making troubleshooting quick and efficient.
  • Users appreciate the navigation ease of Raygun, finding the interface smooth and user-friendly.
  • Users find that Raygun offers effective problem-solving, quickly identifying issues and providing clear solutions.
Cons
  • Users report difficulties with error handling, as searching for databases yields confusing results without exact names.
  • Users often find the error management search limitations frustrating, as similar names lead to confusion in results.
  • Users experience difficulties with filtering issues, as searching yields similar names, complicating the identification of specific databases.
  • Users struggle with the inefficient search functionality, finding it difficult to differentiate between similarly named databases.
  • Users find the search difficulty frustrating, as similar database names make results confusing and hard to navigate.

What Are Recent G2 Reviews of Raygun?

What Are G2 Users Discussing About Raygun?

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Azure Monitor

Azure Monitor is a comprehensive monitoring solution designed to maximize the availability and performance of applications and services across cloud and on-premises environments. It collects, analyzes, and acts on telemetry data, providing deep insights into system behavior and facilitating proactive issue resolution. By offering end-to-end observability, Azure Monitor enables organizations to maintain optimal operational health and enhance user experiences. Key Features and Functionality: - Unified Monitoring: Azure Monitor provides a centralized platform to monitor applications, infrastructure, and networks, offering a holistic view of system performance. - Data Collection and Analysis: It collects diverse telemetry data, including metrics, logs, and traces, and utilizes powerful analytics tools to identify trends and anomalies. - Visualization Tools: The service offers customizable dashboards and workbooks, enabling users to visualize data effectively and gain actionable insights. - Alerting and Automation: Azure Monitor supports near-real-time alerts and automated responses, allowing for prompt issue detection and resolution. - Integration Capabilities: It seamlessly integrates with Azure services, third-party tools, and on-premises systems, ensuring flexibility and extensibility. Primary Value and Problem Solving: Azure Monitor addresses the critical need for comprehensive observability in complex IT environments. By providing real-time insights and proactive monitoring, it helps organizations: - Enhance Performance: Identify and resolve performance bottlenecks swiftly, ensuring optimal application and service delivery. - Ensure Availability: Detect and mitigate issues before they impact users, maintaining high availability and reliability. - Optimize Resources: Analyze usage patterns to make informed decisions about resource allocation and cost management. - Support Compliance: Maintain security and compliance standards through continuous monitoring and auditing capabilities. By leveraging Azure Monitor, organizations can achieve operational excellence, improve user satisfaction, and drive business success through informed, data-driven decisions.

Average Rating: 4.3/5.0

Total Reviews: 90

How Do G2 Users Rate Azure Monitor?

  • Performance Metrics: 8.5/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 9.0/10 (Category avg: 8.4/10)
  • Real User Monitoring (RUM): 8.8/10 (Category avg: 8.3/10)
  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 8.9/10)

Who Is the Company Behind Azure Monitor?

  • Seller: Microsoft
  • Year Founded: 1975
  • HQ Location: Redmond, Washington
  • LinkedIn® Page: www.linkedin.com
    232,750 employees on LinkedIn®
  • Ownership: MSFT
  • Phone: +1 (877) 276-2464

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 38% Large, 31% Medium

What Do G2 Reviewers Say About Azure Monitor?

AI-generated summary from verified user reviews

Pros
  • Users value the AI-driven alerts in Azure Monitor, enhancing proactive monitoring and reducing response times significantly.
  • Users value the unified full-stack visibility of Azure Monitor, enabling efficient monitoring and proactive optimization of resources.
  • Users value the unified full-stack visibility of Azure Monitor, enhancing monitoring capabilities for apps, infrastructure, and networks.
  • Users value the unified full-stack visibility of Azure Monitor, transforming chaos into clarity with comprehensive insights.
  • Users value the centralized and smart monitoring of Azure Monitor, enhancing clarity and proactive optimization across all platforms.
Cons
  • Users find the complex debugging process challenging, often overwhelmed by the extensive customization options available.
  • Users find the complexity of pricing metrics in Azure Monitor can be confusing and challenging to manage effectively.
  • Users report complex setups and excessive alert noise in Azure Monitor, leading to confusion and inefficiency.
  • Users find the complex interface overwhelming, suggesting improved usability through consolidation of options.
  • Users find the complex setup for alerts in Azure Monitor can lead to excessive noise and confusion.

What Are Recent G2 Reviews of Azure Monitor?

What Are G2 Users Discussing About Azure Monitor?

Checkmk

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

Average Rating: 4.7/5.0

Total Reviews: 295

How Do G2 Users Rate Checkmk?

  • Performance Metrics: 7.3/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 7.8/10 (Category avg: 8.4/10)
  • Real User Monitoring (RUM): 7.0/10 (Category avg: 8.3/10)
  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Checkmk?

  • Seller: Checkmk
  • Company Website:
  • Year Founded: 2007
  • HQ Location: Munich, DE
  • LinkedIn® Page: www.linkedin.com
    232 employees on LinkedIn®

Who Uses This Product?

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

What Do G2 Reviewers Say About Checkmk?

AI-generated summary from verified user reviews

Pros
  • Users find Checkmk's ease of use and comprehensive documentation enhance their experience and integration capabilities.
  • Users value the extensive monitoring capabilities of Checkmk, benefiting from customizable options and real-time alerts.
  • Users value the comprehensive monitoring capabilities of Checkmk, appreciating its customization and ease of use.
  • Users value the flexibility of Checkmk, allowing extensive customization and monitoring options tailored to their needs.
  • Users value the real-time monitoring capabilities of Checkmk, enabling quick alerts across various systems and functions.
Cons
  • Users find the learning curve steep, needing advanced skills for effective customization and data insights within Checkmk.
  • Users find the difficult learning curve for advanced configurations and custom checks a challenge when using Checkmk.
  • Users find the learning difficulty to be steep, especially with advanced configurations and niche troubleshooting.
  • Users find the complex configuration challenging, as the learning curve can be steep for new users.
  • Users find the complex setup challenging, particularly for those less technically inclined during onboarding.

What Are Recent G2 Reviews of Checkmk?

What Are G2 Users Discussing About Checkmk?

Splunk Observability Cloud

Splunk Observability Cloud is a comprehensive, real-time monitoring and troubleshooting platform designed to provide full-stack visibility across any environment. By integrating application performance monitoring, infrastructure monitoring, and digital experience monitoring, it enables organizations to detect and resolve issues swiftly, ensuring optimal system performance and enhanced user experiences. Built on OpenTelemetry standards, Splunk Observability Cloud offers AI-driven insights and analytics, facilitating proactive management of complex, distributed systems. Key Features and Functionality: - Application Performance Monitoring (APM): Identifies and addresses application issues by combining related data into intuitive visuals, accelerating mean time to resolution (MTTR). - Infrastructure Monitoring: Provides instant visibility and real-time alerts to improve hybrid cloud performance. - Digital Experience Monitoring: Delivers insights into frontend performance through Real User Monitoring and Synthetic Monitoring, ensuring seamless user experiences. - AI-Powered Analytics: Utilizes machine learning-driven features like Service Maps and Trace Analytics to offer guided troubleshooting and faster issue resolution. - OpenTelemetry-Native: Ensures data ownership and control, preventing vendor lock-in and allowing consistent instrumentation across applications. - No Data Sampling: Collects and analyzes 100% of data with NoSample™ tracing, eliminating blind spots. - Log Observer Connect: Correlates logs stored in Splunk Platform with real-time metrics and traces, providing deeper context for software behavior. Primary Value and Problem Solving: Splunk Observability Cloud addresses the challenges of monitoring and managing complex, distributed systems by offering unified visibility and real-time troubleshooting capabilities. It empowers organizations to: - Accelerate Issue Resolution: By correlating metrics, traces, and logs, teams can quickly identify root causes, reducing downtime and improving system reliability. - Enhance User Experiences: Continuous monitoring of digital experiences ensures that performance issues are detected and resolved before impacting end-users. - Optimize Operational Efficiency: AI-driven insights and automated analytics streamline troubleshooting processes, allowing teams to focus on innovation rather than firefighting. - Maintain Data Control: The OpenTelemetry-native approach provides flexibility and prevents vendor lock-in, enabling organizations to adapt and scale their observability practices as needed. By integrating these capabilities, Splunk Observability Cloud enables organizations to maintain high system performance, deliver exceptional user experiences, and drive continuous innovation.

Average Rating: 4.3/5.0

Total Reviews: 55

How Do G2 Users Rate Splunk Observability Cloud?

  • Has the product been a good partner in doing business?: 8.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Splunk Observability Cloud?

  • Seller: Cisco
  • Year Founded: 1984
  • HQ Location: San Jose, CA
  • LinkedIn® Page: www.linkedin.com
    95,294 employees on LinkedIn®
  • Ownership: NASDAQ:CSCO
  • Phone: 847-678-6600

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 38% Large, 33% Small

What Do G2 Reviewers Say About Splunk Observability Cloud?

AI-generated summary from verified user reviews

Pros
  • Users highlight the efficiency of Splunk Observability Cloud, which streamlines monitoring and task execution significantly.
  • Users value the powerful reporting and visualizations in Splunk Observability Cloud for effective data analysis.
  • Users value the real-time visibility and powerful SPL queries that enhance root cause analysis and data management efficiency.
  • Users value the intelligent log monitoring features of Splunk Observability Cloud for efficient event correlation and searching.
  • Users appreciate the integration with Splunk Cloud for logging, providing a comprehensive view of application performance.
Cons
  • Users find the difficult learning curve in Splunk Observability Cloud challenging, especially for beginners and custom visualizations.
  • Users find limited features in Splunk Observability Cloud, especially regarding scheduling and regex functionalities.
  • Users feel that Splunk Observability Cloud lacks essential features in the UI, making it challenging to navigate and implement effectively.
  • Users find the complex setup process challenging, impacting usability and accessibility for smaller organizations.
  • Users find Splunk Observability Cloud to be expensive for large data volumes, making it less accessible for smaller organizations.

What Are Recent G2 Reviews of Splunk Observability Cloud?

What Are G2 Users Discussing About Splunk Observability Cloud?

Atatus

Atatus is an AI-SRE driven observability platform built to help teams monitor, understand, and improve the performance, reliability, and security of modern systems. It brings together application performance, APIs, infrastructure, databases, network activity, logs, and user experience into a single, unified platform, enabling teams to gain real-time visibility and context across their entire stack. Trusted by teams across industries, Atatus enables engineering, DevOps, SRE, and security teams to detect anomalies early, investigate issues with correlated insights, and resolve incidents faster. By combining full-stack observability with API intelligence, database and network monitoring, security log analysis, and AI-driven signal correlation, Atatus helps reduce mean time to resolution (MTTR), improve system reliability, strengthen security posture, and deliver better user experiences while maintaining visibility into critical business operations.

Average Rating: 4.7/5.0

Total Reviews: 95

How Do G2 Users Rate Atatus?

  • Performance Metrics: 8.6/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 8.2/10 (Category avg: 8.4/10)
  • Real User Monitoring (RUM): 8.6/10 (Category avg: 8.3/10)
  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 8.9/10)

Who Is the Company Behind Atatus?

  • Seller: Atatus
  • Year Founded: 2014
  • HQ Location: Chennai, TamilNadu
  • LinkedIn® Page: www.linkedin.com
    63 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, CTO
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 72% Small, 23% Medium

What Do G2 Reviewers Say About Atatus?

AI-generated summary from verified user reviews

Pros
  • Users praise the fantastic customer support of Atatus, noting its responsiveness and effectiveness in resolving issues.
  • Users find Atatus to have an intuitive interface, making it easy to navigate and utilize effectively.
  • Users appreciate the fast and intuitive UI of Atatus, making it easy to navigate and use effectively.
  • Users find Atatus very easy to set up, enhancing monitoring and performance optimization effortlessly across applications.
  • Users appreciate the insightful analytics of Atatus, enabling them to optimize performance and detect bottlenecks effectively.
Cons
  • Users find a lack of information in documentation, particularly regarding corporate firewall domain requirements.

What Are Recent G2 Reviews of Atatus?

What Are G2 Users Discussing About Atatus?

SolarWinds Observability

SolarWinds® Observability is a comprehensive full-stack observability solution designed to meet the diverse needs of modern organizations, regardless of their size. This solution provides deep visibility into hybrid ecosystems, enabling users to monitor and manage both on-premises and cloud environments effectively. By optimizing performance and ensuring availability across distributed hybrid IT infrastructures, SolarWinds Observability supports organizations in navigating the complexities of their IT environments. Targeted at IT professionals and organizations that require robust monitoring capabilities, SolarWinds Observability caters to a wide range of use cases. It is particularly beneficial for businesses operating in hybrid environments, where the integration of on-premises and cloud resources is essential. The solution allows users to gain a holistic view of their networks, applications, databases, and user experiences, thereby facilitating better decision-making and operational efficiency. This is especially crucial in today’s fast-paced digital landscape, where downtime can significantly impact service reliability and customer satisfaction. One of the standout features of SolarWinds Observability is its built-in intelligence powered by AIOps capabilities. This functionality accelerates issue remediation by enabling users to detect, troubleshoot, and resolve problems more efficiently. The advanced predictive analysis and anomaly-based alerts help organizations proactively address potential issues before they escalate, ultimately reducing downtime and enhancing service reliability. Additionally, the solution's log pattern analysis further streamlines the troubleshooting process, allowing IT teams to focus on strategic initiatives rather than being bogged down by operational challenges. SolarWinds Observability offers flexibility in deployment, providing users with the option to choose between self-hosted and SaaS models. The self-hosted option integrates seamlessly with other SolarWinds services, such as security and storage monitoring, while the SaaS option is tailored for deeper monitoring of custom and cloud-based applications. This adaptability ensures that organizations can select the deployment method that best aligns with their operational needs and infrastructure. Moreover, SolarWinds Observability stands out by consolidating multiple monitoring tools into a single, integrated solution. This not only simplifies the monitoring process but also helps organizations reduce costs associated with managing disparate systems. By offering comprehensive visibility across hybrid IT environments, SolarWinds Observability empowers organizations to optimize their operations and enhance overall performance.

Average Rating: 4.3/5.0

Total Reviews: 849

How Do G2 Users Rate SolarWinds Observability?

  • Performance Metrics: 8.0/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 7.8/10 (Category avg: 8.4/10)
  • Real User Monitoring (RUM): 7.5/10 (Category avg: 8.3/10)
  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind SolarWinds Observability?

Who Uses This Product?

  • Who Uses This: Network Engineer, Network Administrator
  • Top Industries: Information Technology and Services, Hospital & Health Care
  • Company Size: 44% Large, 35% Medium

What Do G2 Reviewers Say About SolarWinds Observability?

AI-generated summary from verified user reviews

Pros
  • Users find the ease of use of SolarWinds Observability beneficial for quick and stress-free monitoring.
  • Users appreciate the clear and practical monitoring that simplifies performance tracking across various databases and environments.
  • Users appreciate the clear monitoring performance of SolarWinds Observability, making troubleshooting less stressful and more efficient.
  • Users appreciate the clear monitoring capabilities of SolarWinds Observability, simplifying performance diagnostics across various databases.
  • Users appreciate the intuitive user interface of SolarWinds Observability, enabling easy navigation and clear data visualization.
Cons
  • Users find the pricing of SolarWinds Observability to be expensive, especially for smaller teams or companies.
  • Users find the learning curve steep, especially for configuring advanced features and tuning alerts effectively.
  • Users struggle with integration issues due to limited out-of-the-box support and challenging customizations with SolarWinds Observability.
  • Users find the complex setup daunting and time-consuming, particularly for larger environments and new users.
  • Users find the configuration difficulty challenging, especially for large environments, making initial setup overwhelming and complex.

What Are Recent G2 Reviews of SolarWinds Observability?

What Are G2 Users Discussing About SolarWinds Observability?

Lumigo

Lumigo is a cloud native observability and debugging platform purpose-built for serverless and containerized applications. With best-in-breed distributed tracing, Lumigo helps developers and engineers navigate the complexities of highly distributed cloud applications with confidence. Deployed with zero code changes, Lumigo connects every component in modern applications, from AWS serverless and containerized services to 3rd party integrations, making it easy and quick to find and fix bugs, errors or performance issues. Visual Debugging - With no manual code changes, Lumigo visualizes your entire environment, including your containers, Lambdas, AWS managed services, and every API call to third parties. One-Click Distributed Tracing - Go beyond just metrics and logs with Lumigo’s visual stack trace of the entire request or transaction that you can seamlessly navigate to find the root cause of issues in seconds. Identify & Remove Performance Bottlenecks- Easily surface critical insights about your serverless and containerized applications to understand system health, explore performance issues, lower costs and remove bottlenecks. Serverless-Specific Smart Alerts- Predictive analytics identifies issues before they impact performance or end-users and sends alerts directly to Slack, email or any other tool in your workflow. Clear View of Your Architecture- Forget whiteboards. Lumigo provides a visual, always up-to-date view of your entire architecture. Works with your Existing Toolchain- Whether it's alerted to Slack, Microsoft Teams, VictorOps or PagerDuty, the ability to create issues directly in Jira or deploy via Terraform or Serverless Framework, Lumigo plays nice with your eco-system. Get up & running in minutes——start free! https://lumigo.io

Average Rating: 4.8/5.0

Total Reviews: 83

How Do G2 Users Rate Lumigo?

  • Performance Metrics: 8.0/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 9.3/10 (Category avg: 8.4/10)
  • Real User Monitoring (RUM): 7.2/10 (Category avg: 8.3/10)
  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 8.9/10)

Who Is the Company Behind Lumigo?

  • Seller: Lumigo
  • Year Founded: 2018
  • HQ Location: San Francisco, California
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 57% Small, 34% Medium

What Are Recent G2 Reviews of Lumigo?

What Are G2 Users Discussing About Lumigo?

Google Cloud Monitoring

Cloud Monitoring collects metric data and provides tools that let you monitor and visualize how your applications and services are performing.

Average Rating: 4.2/5.0

Total Reviews: 67

How Do G2 Users Rate Google Cloud Monitoring?

  • Performance Metrics: 7.5/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 7.5/10 (Category avg: 8.4/10)
  • Real User Monitoring (RUM): 7.7/10 (Category avg: 8.3/10)
  • Has the product been a good partner in doing business?: 8.1/10 (Category avg: 8.9/10)

Who Is the Company Behind Google Cloud Monitoring?

  • Seller: Google
  • Year Founded: 1998
  • HQ Location: Mountain View, CA
  • LinkedIn® Page: www.linkedin.com
    301,144 employees on LinkedIn®
  • Ownership: NASDAQ:GOOG
  • Phone: +1 (650) 253-0000

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 54% Small, 29% Medium

What Do G2 Reviewers Say About Google Cloud Monitoring?

AI-generated summary from verified user reviews

Pros
  • Users value the robust integration and scalability of Google Cloud Monitoring, enhancing visibility and operational efficiency.
  • Users value the large community support of Google Cloud Monitoring, enhancing their experience with shared knowledge and resources.
  • Users value the reliability and scalability of Google Cloud Monitoring, enhancing visibility for effective incident management.
  • Users recognize the seamless collaboration features of Google Cloud Monitoring that enhance integration with ITSM tools.
  • Users find Google Cloud Monitoring user-friendly, appreciating its ease of use for efficient data management.
Cons
  • Users highlight billing issues due to limited storage options and difficulties in purchasing additional space.
  • Users express frustration over data limitations as storage space is inadequate and not upgradeable despite the option.
  • Users face a difficult learning curve due to the complexity of features and services within Google Cloud Monitoring.
  • Users find Google Cloud Monitoring expensive, especially regarding networking and data egress costs that require thorough explanation.
  • Users experience integration issues with non-Google services, complicating their transition and overall user experience.

What Are Recent G2 Reviews of Google Cloud Monitoring?

What Are G2 Users Discussing About Google Cloud Monitoring?

SUSE Rancher

SUSE Rancher is a complete Kubernetes management platform that simplifies how teams deploy, manage, and secure clusters across any infrastructure on-prem, in the cloud, or at the edge. It brings centralized authentication, policy enforcement, visibility, and tooling together in one place so platform teams can manage the full Kubernetes lifecycle without jumping between systems. You can run SUSE Rancher as a free community edition, or choose Rancher Prime for enterprise support and security, or Rancher Suite to combine Rancher with integrated observability, storage, and virtualization. Why teams use SUSE Rancher Cluster management that scales Manage all your Kubernetes clusters across different clouds, data centers, and even edge devices from one dashboard. Provision new clusters, apply global policies, and monitor everything from a central control plane. Works anywhere Rancher supports any certified Kubernetes distro. Use it with upstream Kubernetes, RKE2, EKS, AKS, GKE, K3s, or even vSphere. You get the same control and experience everywhere. Simple, secure app deployment Use Helm or the built-in SUSE Application Collection to deploy apps across one or many clusters. You can enforce consistent policies and get visibility into health and performance. What you get Centralized cluster lifecycle management Create, upgrade, scale, and delete clusters across environments with a few clicks or API calls. Automate Day 2 operations like backups, upgrades, and monitoring. Built-in authentication and access control Integrates with your identity provider (LDAP, AD, SAML, OIDC) and gives you fine-grained RBAC controls for all clusters. Policy and compliance management Use pre-built Kubewarden policies or write your own to enforce security and operational best practices across your fleet. Extensible platform Extend Rancher with your own tools or use community and partner-developed extensions. Easily add monitoring, logging, backup, and more through the UI. Enterprise support and ecosystem With Rancher Prime, you get access to SUSE’s private container registry, hardened images, long-term support, and expert services. Rancher Suite bundles this with enterprise observability, storage (Longhorn), and virtualization (KubeVirt-based). Who it’s for SUSE Rancher is for organizations running Kubernetes at scale. Whether you’re just getting started with containers or managing hundreds of clusters, Rancher helps platform teams simplify operations, secure infrastructure, and enable developer self-service without compromising visibility or control. Use the Community Edition to start for free, or step up to Rancher Prime or Rancher Suite for full enterprise-grade capabilities and support.

Average Rating: 4.4/5.0

Total Reviews: 162

How Do G2 Users Rate SUSE Rancher?

  • Performance Metrics: 7.5/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 8.9/10 (Category avg: 8.4/10)
  • Real User Monitoring (RUM): 7.2/10 (Category avg: 8.3/10)
  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 8.9/10)

Who Is the Company Behind SUSE Rancher?

  • Seller: SUSE
  • Company Website:
  • Year Founded: 1992
  • HQ Location: Nürnberg, DE
  • LinkedIn® Page: www.linkedin.com
    2,718 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: DevOps Engineer, Senior DevOps Engineer
  • Top Industries: Information Technology and Services, Telecommunications
  • Company Size: 45% Large, 29% Medium

What Do G2 Reviewers Say About SUSE Rancher?

AI-generated summary from verified user reviews

Pros
  • Users commend the ease of Kubernetes management with SUSE Rancher, simplifying cluster operations and enhancing productivity.
  • Users value the centralized management of multiple Kubernetes clusters in Rancher, enhancing efficiency and user autonomy.
  • Users praise SUSE Rancher for its openness, community support, versatile designs, and strong multi-cluster management capabilities.
  • Users appreciate the intuitive user interface of SUSE Rancher, making Kubernetes management straightforward and efficient.
  • Users commend the knowledgeable customer support from SUSE Rancher, enhancing deployment success and issue resolution.
Cons
  • Users find SUSE Rancher too complex, especially for newcomers, with complicated setups and difficult troubleshooting.
  • Users find the complex setup challenging, with a steep learning curve for beginners in Kubernetes and upgrades.
  • Users find the complex configuration process of SUSE Rancher challenging, especially for those new to Kubernetes.
  • Users face a difficult learning curve with SUSE Rancher, especially those new to Kubernetes and advanced configurations.
  • Users experience latency issues with SUSE Rancher, especially when managing large clusters or loading data on the GUI.

What Are Recent G2 Reviews of SUSE Rancher?

What Are G2 Users Discussing About SUSE Rancher?

Pandora FMS

Pandora FMS is a unified monitoring and observability platform designed to consolidate visibility, alerting, reporting, and automation across heterogeneous IT environments. Instead of combining multiple point tools for networks, servers, applications, and cloud services, Pandora FMS centralizes data collection and operational workflows in a single console, reducing integration effort and operational complexity in on-premise, hybrid, and multi-cloud architectures. The platform collects telemetry using multiple methods, including agents, remote checks, standard protocols (e.g., SNMP/WMI), APIs, and log/event ingestion. This enables teams to monitor infrastructure and services end-to-end, correlate signals, and maintain consistent alerting policies and dashboards across distributed estates. Pandora FMS also supports capacity and trend analysis to anticipate resource constraints and identify recurring patterns, and includes AI-assisted capabilities for anomaly detection and automated thresholds to surface hard-to-spot operational signals. Pandora FMS is extensible through a large plugin ecosystem (500+ plugins and integrations), covering a wide range of enterprise and infrastructure technologies such as SAP, Oracle, Citrix, JBoss, VMware, AWS, SQL Server, Red Hat, and WebSphere. This extensibility helps organizations standardize monitoring across legacy and modern stacks without redesigning their monitoring approach per technology. Core capabilities: -Unified monitoring for networks, servers, applications, cloud services, endpoints, and logs -Centralized alerting, event correlation, dashboards, and scheduled reporting -Flexible data collection via agents, remote checks, APIs, and plugins -Scalability for distributed environments and large numbers of monitored elements -Analytics for trend/capacity planning plus AI-assisted anomaly detection and dynamic thresholds -A key differentiator is direct vendor support, which simplifies escalation and ensures continuity of expertise for deployment, tuning, and ongoing operations.

Average Rating: 4.6/5.0

Total Reviews: 225

How Do G2 Users Rate Pandora FMS?

  • Performance Metrics: 9.1/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 9.0/10 (Category avg: 8.4/10)
  • Real User Monitoring (RUM): 8.8/10 (Category avg: 8.3/10)
  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 8.9/10)

Who Is the Company Behind Pandora FMS?

  • Seller: Pandora FMS
  • Company Website:
  • Year Founded: 2004
  • HQ Location: Madrid, Spain
  • LinkedIn® Page: www.linkedin.com
    56 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Analyst
  • Top Industries: Information Technology and Services, Telecommunications
  • Company Size: 50% Medium, 37% Small

What Do G2 Reviewers Say About Pandora FMS?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the flexibility of monitoring with Pandora FMS, enabling customized alerts, dashboards, and comprehensive data visibility.
  • Users appreciate the ease of use of Pandora FMS, enabling straightforward monitoring and quick issue resolution.
  • Users value the real-time monitoring capabilities of Pandora FMS, ensuring timely alerts and efficient data management.
  • Users value the flexibility of Pandora FMS, enabling customizable monitoring and adaptable solutions for diverse needs.
  • Users value the real-time network monitoring of Pandora FMS, enhancing control and improving incident response across multiple locations.
Cons
  • Users find the learning curve steep due to a lack of template support and unclear documentation.
  • Users struggle with the complex setup of Pandora FMS, requiring time and expertise for proper configuration.
  • Users find learning difficulty in mastering all features, especially with Grafana integration and advanced monitoring setups.
  • Users find difficult learning curves due to unclear documentation and extensive features of Pandora FMS.
  • Users find the complex configuration of Pandora FMS time-consuming, especially when setting up advanced monitoring features.

What Are Recent G2 Reviews of Pandora FMS?

What Are G2 Users Discussing About Pandora FMS?

Nagios XI

Nagios XI is an enterprise-grade IT infrastructure monitoring and alerting solution designed to provide comprehensive oversight of servers, networks, applications, and services. Built upon the robust Nagios Core monitoring engine, Nagios XI offers a user-friendly web interface, advanced visualization tools, and customizable dashboards, enabling IT teams to proactively identify and resolve issues before they impact business operations. Its scalable architecture supports monitoring from small environments to large-scale infrastructures with thousands of devices. Key Features and Functionality: - Comprehensive Monitoring: Nagios XI delivers full-stack monitoring capabilities, covering networks, servers, databases, and applications. It supports native cloud and virtualization platforms, including AWS, Azure, VMware, and Hyper-V. - Advanced Alerting and Reporting: The platform provides event-driven automation with multi-channel alerting options such as email, SMS, Slack, and Microsoft Teams. It includes customizable dashboards with performance graphs and capacity planning tools to aid in proactive infrastructure management. - User Management and Security: Nagios XI features role-based access control with multi-tenant capabilities, ensuring secure and efficient user management across the organization. - Flexible Deployment and Licensing: Offering hybrid deployment options, Nagios XI supports both on-premises and cloud environments. Its perpetual licensing model eliminates subscription fees, providing cost-effective monitoring solutions. Primary Value and Problem Solving: Nagios XI addresses the critical need for real-time visibility into IT infrastructures, enabling organizations to detect and resolve issues promptly, thereby minimizing downtime and maintaining optimal performance. By consolidating monitoring tools into a single platform, it reduces complexity and operational costs. The solution's proactive alerting and reporting capabilities empower IT teams to anticipate potential problems and implement corrective measures before they escalate, ensuring business continuity and enhancing overall efficiency.

Average Rating: 4.5/5.0

Total Reviews: 52

How Do G2 Users Rate Nagios XI?

  • Performance Metrics: 9.2/10 (Category avg: 8.3/10)
  • Real User Monitoring (RUM): 8.9/10 (Category avg: 8.3/10)
  • Has the product been a good partner in doing business?: 8.2/10 (Category avg: 8.9/10)

Who Is the Company Behind Nagios XI?

  • Seller: Nagios
  • Year Founded: 2007
  • HQ Location: Saint Paul, MN
  • LinkedIn® Page: www.linkedin.com
    81 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Network Engineer
  • Top Industries: Information Technology and Services, Internet
  • Company Size: 66% Medium, 24% Large

What Do G2 Reviewers Say About Nagios XI?

AI-generated summary from verified user reviews

Pros
  • Users value the comprehensive monitoring capabilities of Nagios XI, ensuring seamless oversight of diverse infrastructure components.
  • Users value the all-in-one solution of Nagios XI for its flexibility and cost-effectiveness in monitoring infrastructure.
  • Users value the extensive compatibility of Nagios XI, allowing seamless integration with diverse endpoints and protocols.
  • Users commend the responsive customer support of Nagios XI, ensuring quick assistance for urgent issues.
  • Users value the intuitive dashboard features of Nagios XI, providing easy monitoring of diverse infrastructure components.
Cons
  • Users find the initial configuration complex, particularly if their team lacks strong technical expertise, impacting setup efficiency.
  • Users find the complex setup of Nagios XI challenging, especially for teams with limited technical skills.
  • Users find the initial configuration challenging, particularly if lacking strong technical expertise and a larger team.
  • Users find the expertise required for initial setup of Nagios XI challenging, especially for smaller teams.
  • Users find Nagios XI provides a lack of in-depth monitoring for SQL database performance troubleshooting, limiting troubleshooting capabilities.

What Are Recent G2 Reviews of Nagios XI?

What Are G2 Users Discussing About Nagios XI?

Luciq

Luciq is an Agentic Observability Platform specifically designed for AI mobile builders, aimed at assisting enterprise teams in delivering seamless app experiences at scale. This innovative solution leverages autonomous AI agents to identify anomalies, prioritize critical issues, and implement resolutions automatically, often before users are even aware of any problems. By transforming observability from a passive monitoring approach to a proactive action-oriented system, Luciq empowers teams to focus on building impactful features rather than merely fixing issues. Targeted primarily at enterprise-level organizations, Luciq caters to teams that require robust tools for maintaining app performance and user satisfaction. The platform is particularly beneficial for mobile developers, product managers, and ai teams who need to ensure that their applications function flawlessly in a competitive landscape. With its lightweight SDK that integrates in mere minutes, Luciq provides comprehensive visibility into app health, including performance anomalies, user signals, and session replays, enabling teams to make informed decisions based on real-time data. One of the standout features of Luciq is SmartResolve, which automates root cause analysis and generates actionable fixes. This capability significantly reduces the time spent on debugging, allowing teams to address issues swiftly and efficiently. Furthermore, Luciq’s Business Impact Dashboard offers insights into real-time experience metrics, correlating app performance with key business outcomes such as retention, revenue, and growth. This feature equips teams with the necessary data to understand how app performance directly influences their business objectives. Luciq is built to enhance enterprise workflows by ensuring that insights and fixes are delivered to the appropriate teams automatically. Its native integrations with popular tools like GitHub, Jira, Slack, and Zendesk facilitate seamless collaboration among team members, streamlining the process of addressing app issues. Additionally, Luciq adheres to enterprise-grade compliance standards, including SOC 2, HIPAA, and GDPR, ensuring that sensitive data remains secure throughout the observability process. As a trusted solution among global mobile leaders, Luciq not only helps teams accelerate their development cycles but also minimizes user churn and consistently delivers experiences that delight users while safeguarding revenue. By providing a comprehensive observability platform that combines advanced AI capabilities with user-centric features, Luciq stands out as a valuable asset for any enterprise aiming to enhance its mobile application performance.

Average Rating: 4.3/5.0

Total Reviews: 231

How Do G2 Users Rate Luciq?

  • Performance Metrics: 6.7/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 7.9/10 (Category avg: 8.4/10)
  • Real User Monitoring (RUM): 8.1/10 (Category avg: 8.3/10)
  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 8.9/10)

Who Is the Company Behind Luciq?

  • Seller: Luciq
  • Company Website:
  • Year Founded: 2014
  • HQ Location: California, USA
  • LinkedIn® Page: www.linkedin.com
    201 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Android Developer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 61% Small, 27% Medium

What Do G2 Reviewers Say About Luciq?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Luciq, finding it simple to create diagrams and visualize ideas.
  • Users value the user-friendly interface of Luciq, making complex data insights easy to manage and actionable.
  • Users love the easy bug detection features of Luciq, simplifying feedback and enhancing server network diagnostics.
  • Users highlight the efficiency of Luciq for quick data insights and easy configuration, enhancing productivity immensely.
  • Users appreciate the easy bug and crash reporting features of Luciq, facilitating efficient error identification.
Cons
  • Users highlight the missing features in Luciq, such as lack of AI tools and limited screenshot functionality.
  • Users feel that Luciq is expensive and may not be suitable for smaller clients due to its price point.
  • Users find a lack of tools for maximizing and saving screenshots, hindering effective issue triaging.
  • Users struggle with memory leak and battery-related bugs, finding them difficult to resolve in Luciq.
  • Users express frustration over delays in photo handling, hindering their ability to maximize or download screenshots efficiently.

What Are Recent G2 Reviews of Luciq?

What Are G2 Users Discussing About Luciq?

meshIQ

meshIQ is the enterprise evolution platform for governing, observing and modernizing the systems that move business data, from middleware and event streams to B2B transactions and AI agents. Governance and observability run across every meshIQ solution, so organizations can see what is happening and control what is allowed to happen, at enterprise scale. For messaging and event streaming, meshIQ provides unified visibility and control across middleware vendors and environments. It works as a real-time intelligence layer, connecting, monitoring and analyzing every message and event. By removing the cost, complexity and manual work of managing multiple middleware platforms, meshIQ helps enterprises lower operating costs, resolve incidents and disputes up to 70% faster, reduce manual reconciliation and deliver services sooner. It also provides a safe, reliable path to modernize and migrate to Apache Kafka®, ActiveMQ® and cloud-native environments without disrupting the business. For B2B transactions, meshIQ B2B Flow Intelligence tracks every business transaction end to end, helping organizations protect revenue, meet regulatory requirements and keep customer trust. For AI agents, meshIQ AgentPatrol extends the same governance and observability to agent activity. AgentPatrol runs inside the agent’s execution path and checks each action against policy before it runs, allowing, confirming, escalating or denying it based on the values involved and the user’s role. Agents can pause for human approval and resume with full context. Sensitive data is masked before it reaches the model. Every action and decision is captured in one audit trail. AgentPatrol works across LangGraph, OpenAI Agents SDK, CrewAI, AWS Strands and Google ADK.

Average Rating: 4.6/5.0

Total Reviews: 99

How Do G2 Users Rate meshIQ?

  • Performance Metrics: 8.9/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 9.4/10 (Category avg: 8.4/10)
  • Real User Monitoring (RUM): 9.1/10 (Category avg: 8.3/10)
  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 8.9/10)

Who Is the Company Behind meshIQ?

  • Seller: meshIQ
  • Company Website:
  • Year Founded: 1994
  • HQ Location: Plainview, US
  • LinkedIn® Page: www.linkedin.com
    60 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Banking, Information Technology and Services
  • Company Size: 43% Large, 37% Medium

What Do G2 Reviewers Say About meshIQ?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of meshIQ, enjoying its intuitive dashboard for monitoring message flows effortlessly.
  • Users value the real-time monitoring capabilities of meshIQ, enhancing message tracking and operational insights effectively.
  • Users value the intuitive user interface of meshIQ, enabling effortless management and visualization of messaging systems.
  • Users value the effective monitoring capabilities of meshIQ, facilitating message tracking and real-time alerts.
  • Users appreciate the powerful message tracking of meshIQ, enhancing their understanding of real-time message flow.
Cons
  • Users find the difficult learning curve of meshIQ challenging, especially for new users navigating complex configurations.
  • Users find the learning curve steep, especially for new users dealing with complex configurations and integrations.
  • Users find the complexity of meshIQ challenging, especially during setup and when collaborating with less experienced team members.
  • Users find the difficult configuration of meshIQ cumbersome, often requiring extensive support and familiarity with the system.
  • Users face a steep learning difficulty with meshIQ, making setup and documentation challenging for new team members.

What Are Recent G2 Reviews of meshIQ?

Tian Lin
TL
Researched and written by Tian Lin
Updated