Best Application Performance Monitoring (APM) Tools - Page 2

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: IBM Instana, Datadog, Dynatrace, New Relic, Coralogix, LogRocket, Sentry, and Site24x7.

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

Dash0

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

Average Rating: 4.8/5.0

Total Reviews: 51

How Do G2 Users Rate Dash0?

  • Performance Metrics: 8.1/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 8.9/10 (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?: 9.8/10 (Category avg: 8.9/10)

Who Is the Company Behind Dash0?

  • Seller: Dash0
  • Company Website:
  • Year Founded: 2023
  • HQ Location: New York
  • LinkedIn® Page: www.linkedin.com
    226 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CTO
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 43% Small, 39% Medium

What Do G2 Reviewers Say About Dash0?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of use of Dash0, highlighting its smooth setup and intuitive interface for seamless data integration.
  • Users appreciate the excellent customer support of Dash0, highlighting quick responses and friendly assistance throughout their experience.
  • Users appreciate the nice and uncluttered user interface of Dash0, enhancing their overall experience and efficiency.
  • Users value the easy setup of Dash0, appreciating its seamless integration and excellent support for a smooth experience.
  • Users appreciate the easy integrations offered by Dash0, enhancing their experience with straightforward data handling and support.
Cons
  • Users find Dash0 has limited features as it is still developing, lacking some conveniences compared to competitors.
  • Users have noticed feature deficiencies in Dash0, particularly in comparison to more established platforms.
  • Users note the missing features in Dash0, which affects convenience compared to more established tools.
  • Users find limited customization in Dash0, leading to struggles with mobile use and dashboard functionality.
  • Users note the feature limitations of Dash0, wishing for more advanced tools and integrations to enhance functionality.

What Are Recent G2 Reviews of Dash0?

NETSCOUT Network & Application Observability

NETSCOUT’s Network & Application Observability solution is engineered for IT practitioners who need deep, real-time visibility into complex hybrid environments. Whether you're managing a sprawling data center, a multi-cloud deployment, 5G deployment, or a remote workforce, this solution delivers the actionable intelligence required to maintain performance, availability, and user experience across every layer of your infrastructure. At its core, NETSCOUT leverages Deep Packet Inspection (DPI) to convert raw network traffic into smart data. This allows IT teams to monitor application behavior, network performance, and service dependencies with precision, even in containerized environments. The result is a unified, end-to-end view that helps you quickly isolate root causes, reduce mean time to knowledge (MTTK), and proactively resolve issues before they impact users or business operations. What sets NETSCOUT apart is its ability to scale observability across both legacy and modern architectures without requiring intrusive agents or instrumentation. It integrates seamlessly with existing workflows and tools, providing consistent visibility whether you're troubleshooting a VoIP degradation, tracking down a cloud latency spike, or validating the performance of a new application rollout. For IT professionals tasked with ensuring uptime and optimizing digital experiences, NETSCOUT’s observability platform is not just a monitoring tool—it’s a strategic asset that transforms packet-level data into operational intelligence. Products included in this solution: - nGeniusONE - InfiniStreamNG - vSTREAM - Packet Flow Switches (PFS) and TAPs

Average Rating: 4.5/5.0

Total Reviews: 140

How Do G2 Users Rate NETSCOUT Network & Application Observability?

  • Performance Metrics: 8.3/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 8.6/10 (Category avg: 8.4/10)
  • Has the product been a good partner in doing business?: 7.4/10 (Category avg: 8.9/10)

Who Is the Company Behind NETSCOUT Network & Application Observability?

  • Seller: NETSCOUT
  • Company Website:
  • Year Founded: 1984
  • HQ Location: Westford, Mass.
  • LinkedIn® Page: www.linkedin.com
    2,710 employees on LinkedIn®
  • Ownership: NASDAQ: NTCT

Who Uses This Product?

  • Top Industries: Telecommunications, Financial Services
  • Company Size: 41% Large, 30% Medium

What Do G2 Reviewers Say About NETSCOUT Network & Application Observability?

AI-generated summary from verified user reviews

Pros
  • Users value the deep real-time visibility of NETSCOUT, enhancing issue detection and minimizing downtime effectively.
  • Users praise NETSCOUT for its effective issue detection, enabling quick identification and resolution of network problems.
  • Users value the deep real-time visibility of NETSCOUT Network & Application Observability, enhancing troubleshooting efficiency and minimizing downtime.
  • Users appreciate the reliability of NETSCOUT Network & Application Observability, enabling quick issue detection and minimizing downtime.
  • Users appreciate the user-friendly design of NETSCOUT, enabling easy management and quick issue detection for teams.
Cons
  • Users find the learning curve steep due to complex setup and configuration, challenging for new engineers.
  • Users find the complexity of the interface challenging, especially for new users and initial setup.
  • Users find the difficult learning curve of NETSCOUT Network & Application Observability frustrating, hindering effective onboarding and usage.
  • Users find the complex setup of NETSCOUT Network & Application Observability challenging, hindering effective onboarding and usage.
  • Users find the complex configuration of NETSCOUT Network & Application Observability challenging, particularly for new and smaller teams.

What Are Recent G2 Reviews of NETSCOUT Network & Application Observability?

Splunk Synthetic Monitoring

Splunk Synthetic Monitoring helps you measure and improve uptime and performance for your critical apps and services. Splunk Synthetic Monitoring offers best-in class web performance optimization to delight your users and improve customer experience, while helping improve your SLAs and easily test your entire user funnel and key web and API functionality.

Average Rating: 4.5/5.0

Total Reviews: 26

How Do G2 Users Rate Splunk Synthetic Monitoring?

  • Performance Metrics: 8.6/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 8.4/10 (Category avg: 8.4/10)
  • Real User Monitoring (RUM): 8.3/10 (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 Splunk Synthetic Monitoring?

  • 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: Computer & Network Security
  • Company Size: 50% Large, 38% Small

What Are Recent G2 Reviews of Splunk Synthetic Monitoring?

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Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works

Paessler PRTG

Your infrastructure is complex. Your monitoring tool shouldn't be. Paessler PRTG delivers mission-critical visibility across IT and OT environments, deploying in minutes, not months. Whether you're managing servers, switches, virtual machines, cloud services, or industrial systems, PRTG monitors everything from a single platform, so your team always knows what's running, what's struggling, and what needs attention, before users do. Fast to deploy. Easy to run. Auto-discovery finds devices on your network automatically, and 300+ pre-configured sensors cover the most common infrastructure components out of the box. Support for all major protocols (SNMP, WMI, REST APIs, SSH, NetFlow, and more) means PRTG fits into your existing environment without forcing changes to it. Built for lean teams under real pressure. Customizable dashboards give instant visibility across your entire landscape. Flexible alerting (via email, SMS, push notification, or third-party integrations) ensures the right people are notified the moment something goes wrong. Historical trend data helps you spot patterns and plan ahead, not just react. Scales on your terms. From a single site to distributed multi-location environments, PRTG grows with your organization. Available as an on-premises installation or a hosted solution, it adapts to your infrastructure and your IT policies, no rip-and-replace required. Trusted by more than 500,000 users across 190+ countries since 1997, Paessler PRTG is the monitoring standard for IT professionals who need results, not complexity.

Average Rating: 4.7/5.0

Total Reviews: 211

How Do G2 Users Rate Paessler PRTG?

  • Performance Metrics: 8.3/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 8.5/10 (Category avg: 8.4/10)
  • Real User Monitoring (RUM): 8.7/10 (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 Paessler PRTG?

  • Seller: Paessler GmbH
  • Company Website:
  • Year Founded: 1997
  • HQ Location: Nuremberg, Germany
  • LinkedIn® Page: www.linkedin.com
    397 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Network Engineer
  • Top Industries: Information Technology and Services, Telecommunications
  • Company Size: 51% Medium, 34% Large

What Do G2 Reviewers Say About Paessler PRTG?

AI-generated summary from verified user reviews

Pros
  • Users highlight the ease of use of Paessler PRTG, appreciating its straightforward setup and user-friendly interface.
  • Users value the real-time monitoring capabilities of Paessler PRTG, facilitating quick problem identification and resolution.
  • Users value the real-time monitoring capabilities of Paessler PRTG, enhancing system reliability and performance effectively.
  • Users value the responsive alerting system of PRTG, enabling quick acknowledgment of incidents while on call.
  • Users appreciate the easy setup process of Paessler PRTG, enabling quick visibility into network performance and devices.
Cons
  • Users find Paessler PRTG to be expensive due to sensor-based licensing, which limits scalability and complicates monitoring efforts.
  • Users experience slow performance when managing large sensor counts, affecting usability and efficiency during operation.
  • Users find the user interface lacking, with outdated design and clunky navigation affecting their overall experience.
  • Users often face a steep learning curve with PRTG, making advanced configurations and report customization challenging initially.
  • Users express concern about confusing licensing issues with PRTG, impacting scalability and increasing costs significantly.

What Are Recent G2 Reviews of Paessler PRTG?

What Are G2 Users Discussing About Paessler PRTG?

Better Stack

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

Average Rating: 4.8/5.0

Total Reviews: 342

How Do G2 Users Rate Better Stack?

  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 8.9/10)

Who Is the Company Behind Better Stack?

Who Uses This Product?

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

What Do G2 Reviewers Say About Better Stack?

AI-generated summary from verified user reviews

Pros
  • Users highlight the ease of setup with Better Stack, enabling quick and efficient implementation of services.
  • Users love the easy setup of Better Stack, enabling quick integration and effective monitoring in no time.
  • Users love the clean and intuitive user interface of Better Stack, making setup and configuration effortless.
  • Users love the easy setup of Better Stack, finding it quick and straightforward to get started with.
  • Users appreciate the instant notifications from Better Stack's alerting system, allowing quick responses to downtime incidents.
Cons
  • Users find the high pricing of Better Stack challenging for non-commercial and hobbyist projects.
  • Users find Better Stack's missing features like 2FA limitations and log monitoring flexibility hinder overall user experience.
  • Users are concerned about the limited features in Better Stack, particularly with advanced options restricted to the paid tier.
  • Users express concerns about pricing issues, wishing for more flexible options and lower tiers for small projects.
  • Users find the advanced logging features and documentation lacking, making it challenging for new users to navigate effectively.

What Are Recent G2 Reviews of Better Stack?

What Are G2 Users Discussing About Better Stack?

CubeAPM

CubeAPM is an OpenTelemetry-native observability and application performance monitoring (APM) platform that helps engineering and DevOps teams monitor applications, infrastructure, logs, and metrics from a single unified dashboard. Built for modern cloud and on-prem environments, CubeAPM offers full-stack visibility without sacrificing data control. It can be self-hosted inside your own cloud or data center, making it ideal for teams that need enterprise-grade observability while maintaining compliance with ISO 27001 standards. Most teams face a trade-off in observability — cloud SaaS tools are easy to run but send sensitive data outside your cloud, while open-source stacks demand heavy operations. CubeAPM removes this compromise by combining the control of self-hosting with the simplicity of SaaS. With flat usage-based pricing at $0.15 per GB, smart sampling, and unlimited retention, CubeAPM delivers predictable, affordable observability for organizations of any scale. Dashboards load instantly, data queries run fast, and teams can monitor microservices, Kubernetes clusters, APIs, and distributed systems in real time. Key Highlights OpenTelemetry-native: Ingest data from any stack with full compatibility. Self-hosted but managed: Runs in your environment while upgrades and maintenance are handled by CubeAPM. Unlimited retention: Store logs, traces, and metrics as long as you need. Transparent pricing: $0.15 / GB with no host-based fees or hidden charges. ISO 27001 compliant: Ensures quality, reliability, and operational excellence. CubeAPM is the ideal observability solution for teams seeking performance insights, compliance readiness, and total control — without the high costs or operational complexity of traditional APM tools.

Average Rating: 4.9/5.0

Total Reviews: 26

How Do G2 Users Rate CubeAPM?

  • Performance Metrics: 9.2/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 9.2/10 (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?: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind CubeAPM?

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 54% Small, 46% Medium

What Do G2 Reviewers Say About CubeAPM?

AI-generated summary from verified user reviews

Pros
  • Users highlight the responsive customer support of CubeAPM, appreciating quick assistance and availability on Slack.
  • Users value the cost optimization of CubeAPM, appreciating its affordability compared to other observability tools.
  • Users value the effective monitoring capabilities of CubeAPM, noting quick data integration and responsive support.
  • Users appreciate the affordable and predictable pricing of CubeAPM, making it a cost-effective observability solution.
  • Users commend the real-time monitoring capabilities of CubeAPM, enhancing visibility into performance and reducing downtime.
Cons
  • Users find CubeAPM has inadequate monitoring capabilities, particularly for mobile apps and advanced AI observability.
  • Users find the absence of mobile and security monitoring features in CubeAPM limits its overall capabilities.
  • Users note the limited mobile app monitoring capabilities of CubeAPM, particularly for iOS, affecting overall effectiveness.
  • Users note the limited features of CubeAPM, especially in AI-driven observability and mobile app monitoring.
  • Users highlight the feature limitations of CubeAPM, particularly in mobile app monitoring and dashboard effectiveness.

What Are Recent G2 Reviews of CubeAPM?

BMC AMI Data

BMC AMI Data is an intelligent data management and optimization solution for IBM Z environments. It helps enterprises manage, protect, and optimize mission-critical mainframe data while reducing operational complexity, cost, and risk. BMC AMI Data leverages automation, advanced analytics, and predictive insights to streamline data maintenance, improve performance, and ensure the availability of critical workloads across Db2, IMS, VSAM, and related systems. The solution enables data teams to move from reactive management to proactive, insights-driven operations. Key capabilities include: - Automated data management and maintenance to reduce manual effort and improve operational efficiency - Real-time analytics and predictive insights to optimize performance and anticipate issues before they impact workloads - CPU and resource optimization to control costs and improve system efficiency at scale - Data protection and risk reduction to safeguard critical information and maintain data integrity - Support for modernization initiatives by simplifying how mainframe data is managed and integrated with evolving business needs - On-platform processing that keeps data secure and managed directly within the IBM Z environment By modernizing mainframe data management with automation and intelligence, BMC AMI Data helps organizations control data growth, reduce operational risk, and ensure high-performance delivery of always-on, business-critical applications.

Average Rating: 4.4/5.0

Total Reviews: 77

How Do G2 Users Rate BMC AMI Data?

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

Who Is the Company Behind BMC AMI Data?

  • Seller: BMC Software
  • Company Website:
  • Year Founded: 1980
  • HQ Location: Houston, TX
  • LinkedIn® Page: www.linkedin.com
    8,646 employees on LinkedIn®
  • Phone: 713 918 8800

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 46% Large, 32% Small

What Do G2 Reviewers Say About BMC AMI Data?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the analytics capabilities of BMC AMI Data, enhancing efficiency and oversight in database management.
  • Users value the seamless automation in BMC AMI Data, enhancing integration and ensuring quality assurance standards.
  • Users appreciate the ease of use in BMC AMI Data, simplifying database administration tasks effectively.
  • Users appreciate the easy integrations of BMC AMI Data, enhancing workflow with tools like Jenkins and UrbanCode Deploy.
  • Users appreciate the automation and proactive monitoring features of BMC AMI Data, enhancing their database administration efficiency.
Cons
  • Users highlight the expensive pricing of BMC AMI Data, which can be a significant barrier for many.
  • Users highlight installation difficulty with BMC AMI Data, noting challenges that complicate initial setup and administration.
  • Users often face a steep learning curve with BMC AMI Data, making initial use challenging for some.
  • Users find the limited compatibility with older Db2 systems a drawback, hindering seamless integration in workflows.
  • Users note the lack of customization possibilities in BMC AMI Data, limiting tailored solutions for their needs.

What Are Recent G2 Reviews of BMC AMI Data?

What Are G2 Users Discussing About BMC AMI Data?

Sumo Logic

Sumo Logic, Inc. unifies and analyzes enterprise data, translating it into actionable insights through one AI-powered cloud-native log analytics platform. This single source of truth enables Dev, Sec and Ops teams to simplify complexity, collaborate efficiently and accelerate data-driven decisions that drive business value. Customers around the world rely on the Sumo Logic SaaS Log Analytics Platform for trusted insights to ensure application reliability, secure and protect against modern security threats, and gain insights into their cloud infrastructures. For more information, visit: SUMOLOGIC.COM

Average Rating: 4.4/5.0

Total Reviews: 413

How Do G2 Users Rate Sumo Logic?

  • Performance Metrics: 8.4/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 8.4/10 (Category avg: 8.4/10)
  • Real User Monitoring (RUM): 8.3/10 (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 Sumo Logic?

  • Seller: Sumo Logic
  • Company Website:
  • Year Founded: 2010
  • HQ Location: Redwood City, CA
  • LinkedIn® Page: www.linkedin.com
    824 employees on LinkedIn®
  • Ownership: NASDAQ: SUMO

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 48% Medium, 38% Large

What Do G2 Reviewers Say About Sumo Logic?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use in Sumo Logic, enabling quick insights from data without complexity.
  • Users commend the powerful and accessible log management features of Sumo Logic, enhancing efficiency and visualization capabilities.
  • Users value the flexible analytics and powerful real-time features of Sumo Logic, enhancing collaboration and operational visibility.
  • Users value the real-time monitoring capabilities of Sumo Logic, enabling quick insights and effective data visualization.
  • Users value the powerful and accessible analytics of Sumo Logic, enhancing their data visualization and decision-making capabilities.
Cons
  • Users find the difficult learning curve of Sumo Logic challenging, especially transitioning from simpler tools.
  • Users face a steeper learning curve with Sumo Logic, especially when transitioning from tools like Splunk or Elastic.
  • Users note a steep learning curve with Sumo Logic that may challenge teams transitioning from other tools.
  • Users find Sumo Logic expensive, especially if data tiers are misconfigured, leading to unexpected high bills.
  • Users experience slow performance with Sumo Logic, facing delays and lag during queries, especially with large datasets.

What Are Recent G2 Reviews of Sumo Logic?

What Are G2 Users Discussing About Sumo Logic?

LaunchDarkly

Founded in 2014 and headquartered in Oakland, California, LaunchDarkly serves over thousands of enterprises, including a quarter of the Fortune 500. LaunchDarkly is the runtime control platform for the AI era, trusted by software teams to control AI-generated code and AI agents in production at any scale. The LaunchDarkly platform delivers runtime control through two solutions: CodeControl and AgentControl. CodeControl helps teams ship AI-generated code confidently. With CodeControl, teams can observe production behavior, make changes in real time, and limit exposure based on actual impact. Through a combination of industry-leading feature flags, progressive rollouts, real-time observability, experimentation, and automatic recovery, LaunchDarkly gives organizations the ability to move at AI speed without giving up control. AgentControl helps teams keep AI agents in check in production, blocking bad behavior and steering responses in real time. Teams can configure prompts and models before launch, monitor and observe live performance and behavior, and automatically take action—without redeploying. When agents make curious decisions, or when small prompt or model changes cause big issues, AgentControl detects and corrects them as they happen. With runtime control across code and agents, LaunchDarkly helps enable teams to ship AI-built software with confidence, govern agent behavior in production, optimize AI performance and cost, build self-healing systems, and experiment continuously. The result is faster release velocity, lower production risk, and the ability to continuously adapt software and AI systems without slowing down to stay safer.

Average Rating: 4.5/5.0

Total Reviews: 919

How Do G2 Users Rate LaunchDarkly?

  • Performance Metrics: 10.0/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 9.7/10 (Category avg: 8.4/10)
  • Real User Monitoring (RUM): 10.0/10 (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 LaunchDarkly?

  • Seller: LaunchDarkly
  • Company Website:
  • Year Founded: 2014
  • HQ Location: Oakland, CA
  • LinkedIn® Page: www.linkedin.com
    679 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: 48% Medium, 34% Large

What Do G2 Reviewers Say About LaunchDarkly?

AI-generated summary from verified user reviews

Pros
  • Users find LaunchDarkly's ease of use helpful for managing feature flags and conducting safe releases effortlessly.
  • Users appreciate the immediate 'Kill Switch' feature of LaunchDarkly, ensuring fast disabling of problematic features.
  • Users appreciate the ease of feature flag management and the immediate 'Kill Switch' capability in LaunchDarkly.
  • Users value the easy setup of LaunchDarkly, enabling quick configuration and efficient management of feature flags.
  • Users value the ease of managing feature flags in LaunchDarkly, enhancing their development and testing processes.
Cons
  • Users report feature flags issues that risk dependency, complicate flag cloning, and require frequent adjustments for accurate functionality.
  • Users find annoyances in the flag naming and default settings, complicating their management and implementation processes.
  • Users express frustration over missing features in LaunchDarkly, particularly in the basic plan and review processes.
  • Users find the confusing interface of LaunchDarkly challenging, requiring time to adapt to its terminology and layout.
  • Users experience a steep learning curve with LaunchDarkly, particularly in setup and understanding the UI and terminology.

What Are Recent G2 Reviews of LaunchDarkly?

What Are G2 Users Discussing About LaunchDarkly?

Sauce Labs

In a world that relies on code, Sauce Labs strives to make it work for everyone, everywhere and every time. This is digital confidence. Sauce Labs is the leading provider of continuous test and error reporting solutions that gives companies confidence to deliver a trusted digital brand experience to their customers. The Sauce Labs Continuous Testing Cloud identifies quality signals in development and production, accelerating the ability to release and update web and mobile applications that look, function and perform exactly as they should on every browser, operating system and device, every single time. For more information, please visit https://saucelabs.com.

Average Rating: 4.4/5.0

Total Reviews: 184

How Do G2 Users Rate Sauce Labs?

  • Performance Metrics: 8.3/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 8.7/10 (Category avg: 8.4/10)
  • Real User Monitoring (RUM): 8.0/10 (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 Sauce Labs?

  • Seller: Sauce Labs
  • Year Founded: 2008
  • HQ Location: San Francisco, CA
  • LinkedIn® Page: www.linkedin.com
    335 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: 47% Large, 42% Medium

What Do G2 Reviewers Say About Sauce Labs?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Sauce Labs, simplifying cross-browser and device testing for seamless integration.
  • Users appreciate the seamless automation features of Sauce Labs, enhancing cross-browser testing and improving overall software quality.
  • Users praise Sauce Labs for its seamless cross-browser testing, simplifying the process across various devices and frameworks.
  • Users value the real-time testing capabilities of Sauce Labs, enhancing efficiency and quick feedback during the testing process.
  • Users value the real device testing feature of Sauce Labs, enhancing accuracy and reliability in cross-browser testing.
Cons
  • Users find the learning curve steep, requiring significant time to master Sauce Labs' configuration and features.
  • Users find Sauce Labs' complexity challenging due to extensive setup requirements and adjustments needed for effective use.
  • Users find the difficult setup of Sauce Labs challenging, requiring significant time and effort for proper configuration.
  • Users find Sauce Labs to be quite expensive compared to other platforms, raising concerns about its overall value.
  • Users find the learning difficulty for advanced features in Sauce Labs can be challenging for newcomers.

What Are Recent G2 Reviews of Sauce Labs?

What Are G2 Users Discussing About Sauce Labs?

Netdata

Netdata is a real-time observability platform with agentic AI troubleshooting that covers the full stack in one product: infrastructure, containers and Kubernetes, databases, networks, cloud services, logs, distributed traces and digital experience. It installs in minutes, finds what's running on its own, and starts monitoring right away. Dashboards, ready-made alerts and machine-learning anomaly detection on every metric work out of the box, with no configuration and no query language. Netdata AI works as an on-call engineer. It investigates alerts, correlates anomalies across thousands of metrics, logs and traces, finds the root cause and explains the incident with clear recommendations, so teams get from alert to resolution in minutes instead of hours. Netdata AI can also run capacity planning, performance optimization, SLA audits and so much more. Netdata connects to other tools (such as GitHub, PagerDuty, Jira, Confluence and more) you use to bring in relevant context to make the AI investigations more functional and accurate. MCP servers on every Netdata Agent and in Netdata Cloud also let any AI assistant, such as Claude, Cursor or VS Code, query the live infrastructure directly. Netdata collects per-second metrics through 800+ integrations and works natively with Prometheus, OpenTelemetry, StatsD and Nagios. Digital Experience Monitoring shows what users actually experience: Real User Monitoring (RUM) tracks Core Web Vitals, JavaScript errors and sessions from real visitors, and synthetic journeys and Lighthouse audits test critical user flows on a schedule. OpenTelemetry-native distributed tracing adds a traces explorer with waterfall views and on-demand rate, error and latency analysis for any slice of traffic. Trace context links each user interaction in the browser to the backend services that handled it. Logs can be queried where they already live on each system, or collected centrally through an OpenTelemetry pipeline. For network performance monitoring, Netdata monitors any SNMP device with zero configuration and includes dedicated profiles for 1,700+ device models. It analyzes NetFlow, IPFIX and sFlow traffic, decodes SNMP traps, and tracks BGP. It also maps L2/L3 network topology and application dependencies, showing how processes communicate across systems without any instrumentation. Network data shares the same dashboards and timeline as the servers, containers and applications running over the network. Netdata's distributed architecture processes data at the edge, where it's generated. That keeps per-second detail affordable, catches short-lived issues that traditional tools miss, and keeps the data on your own infrastructure. Netdata is available as SaaS through Netdata Cloud or as an Enterprise On-Prem deployment, including private cloud and air-gapped environments.

Average Rating: 4.6/5.0

Total Reviews: 51

How Do G2 Users Rate Netdata?

  • Performance Metrics: 9.2/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 9.0/10 (Category avg: 8.4/10)
  • Real User Monitoring (RUM): 9.2/10 (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 Netdata?

  • Seller: Netdata
  • Year Founded: 2018
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    81 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 44% Small, 43% Medium

What Do G2 Reviewers Say About Netdata?

AI-generated summary from verified user reviews

Pros
  • Users love the no-configuration setup of Netdata, enabling quick onboarding and smooth performance monitoring out of the box.
  • Users love the easy setup of Netdata, enabling quick and efficient onboarding without any hassle.
  • Users find Netdata's dashboard extremely useful for quick identification of server issues and smooth performance monitoring.
  • Users value the real-time monitoring of Netdata, enabling instant issue detection and effective server management.
  • Users appreciate the intuitive dashboard of Netdata, enhancing their server monitoring experience with quick issue identification.
Cons
  • Users find the missing features in Netdata frustrating, particularly the lack of SNMP and pfSense integrations.
  • Users note insufficient information on best practices and limitations in network analytics and visibility with Netdata.
  • Users note the limited compatibility of Netdata, particularly regarding free plan support for Windows and network assessment.
  • Users note the limited functionality of Netdata, especially in customization options and network visibility.
  • Users note resource limitations with Netdata, requiring powerful hardware and affecting in-depth analytics and visibility.

What Are Recent G2 Reviews of Netdata?

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?

OpsPilot

OpsPilot is an AI-led observability platform that helps engineering and IT operations teams detect problems, investigate incidents and improve reliability — with less manual effort. Unlike traditional monitoring tools that leave engineers to interpret dashboards, correlate alerts and search through logs, OpsPilot brings observability and AI-assisted investigation together. Meet Coworker — Your 24/7 AI SRE Teammate At the heart of OpsPilot is Coworker, an AI-powered operations teammate that continuously investigates what's happening across your applications, infrastructure and services. Coworker analyses available metrics, logs and traces, investigates anomalies and operational alerts, and brings related findings together into clear, prioritised situations. Rather than presenting another stream of alerts, Coworker helps engineers understand what's happening, why it matters and what they should investigate or do next. From Monitoring to Actionable Intelligence OpsPilot combines three complementary capabilities: Observability: Collect, explore and correlate metrics, logs and traces from applications, servers, databases, containers and cloud infrastructure. Gain visibility across distributed systems through OpenTelemetry and supported integrations. AI-Assisted Investigation: Coworker continuously investigates operational signals, examines supporting evidence, identifies likely causes and groups related findings into meaningful situations. It keeps investigations updated as conditions change, helping teams focus on problems that genuinely need attention. Operational Guidance: Receive prioritised findings, explanations and recommended next steps. Reduce repetitive investigation work and help engineers move more quickly from identifying a problem to deciding how to resolve it. OpenTelemetry-Native and Built on Open Standards OpsPilot supports OpenTelemetry ingestion and integrates with Grafana, allowing teams to build on familiar observability technologies. It works with existing OpenTelemetry instrumentation, without requiring a proprietary OpsPilot agent. Supported environments include Kubernetes, containers, cloud infrastructure and distributed applications. For teams requiring deeper Java and Adobe ColdFusion application diagnostics, the optional FusionReactor APM agent provides additional visibility. Designed for Modern IT Operations OpsPilot is built for DevOps, SRE, platform engineering and IT operations teams responsible for keeping production systems reliable. Whether you're monitoring applications, investigating infrastructure issues or managing complex distributed environments, OpsPilot helps your team spend less time searching for answers and more time resolving problems. Beyond Observability Traditional observability tells you what your systems are doing. OpsPilot goes further by helping you understand what matters and what to do next. With Coworker continuously investigating your environment, OpsPilot provides a practical foundation for moving from reactive monitoring towards more proactive, AI-assisted operations.

Average Rating: 4.8/5.0

Total Reviews: 184

How Do G2 Users Rate OpsPilot?

  • Performance Metrics: 9.2/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 9.2/10 (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?: 9.5/10 (Category avg: 8.9/10)

Who Is the Company Behind OpsPilot?

  • Seller: Intergral
  • Company Website:
  • Year Founded: 1998
  • HQ Location: Böblingen, DE
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CTO, Developer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 64% Small, 27% Medium

What Do G2 Reviewers Say About OpsPilot?

AI-generated summary from verified user reviews

Pros
  • Users value the real-time monitoring capabilities of OpsPilot, enhancing troubleshooting and application performance visibility substantially.
  • Users value the real-time monitoring of OpsPilot, enhancing troubleshooting and ensuring application stability with precise insights.
  • Users appreciate the ease of use of OpsPilot, enjoying straightforward setup and excellent integration across platforms.
  • Users value the real-time performance monitoring of OpsPilot, enhancing troubleshooting and application stability significantly.
  • Users value the real-time monitoring capabilities of OpsPilot, enhancing troubleshooting efficiency and application performance insights.
Cons
  • Users find the learning curve steep due to complex features and confusing settings that hinder effective use.
  • Users find OpsPilot to be expensive, but recognize its value justifies the cost for managing infrastructure.
  • Users find the learning difficulty of OpsPilot challenging, requiring time to fully grasp its features and functionalities.
  • Users find the cloud version's confusing UI challenging to navigate, impacting their overall experience with OpsPilot.
  • Users express concern over data limitations in OpsPilot, noting restricted history and potential insight loss without proper configuration.

What Are Recent G2 Reviews of OpsPilot?

What Are G2 Users Discussing About OpsPilot?

Last9

Last9 is the preferred single pane of observability for Logs, Traces, Metrics, built for modern engineering teams and high cardinality environments. — OpenTelemetry native, Cloud Native and Prometheus compatible, with support for 100+ integrations — Simple pricing model with a predictable “pay for what you use” plan, no per host or per user billing ——— Application developers, infrastructure engineers, DevOps & SREs, and business users send their Logs, Traces, and Metrics to Last9’s telemetry warehouse to monitor their services and systems and run alerting with anomaly algorithms for changes in patterns and behavior. Users are provided a Control Plane, as a first-class developer experience, to manage their telemetry data, its lifecycle, and its associated costs. Pre-Ingestion Workflows to filter, drop, and enrich data even before it’s stored don’t require instrumentation or code changes, and also enable engineering teams to not sacrifice visibility for cost optimizations. With Last9 built for high cardinality in mind — a generous 20M active time series per metric per day is supported, and tools like Cardinality Explorer & Streaming Aggregations allow identifying and handling telemetry with large cardinality. With correlated telemetry, Last9’s native explorer for Logs, Traces, and Metrics empowers users to quickly debug issues and not change context by allowing to jump between telemetry data, teams have the flexibility to use any tool that they’re comfortable with — either the embedded Grafana dashboard that Last9 comes with, or use Last9 as a data source for their preferred visualization tool. Organizations can choose between a SaaS or a BYOC/on-prem deployment model. Last9 is available on both AWS and GCP marketplaces. ——— Customers include Replit, Disney+ Hotstar, Clevertap, Circle, Probo, and Quickwork. Last9 is backed by Sequoia India (now called Peak XV) and Better Capital, along with a handful of prominent angels and advisors from Hashicorp, GoJek, Razorpay, Sendbird, and more.

Average Rating: 4.7/5.0

Total Reviews: 51

How Do G2 Users Rate Last9?

  • Performance Metrics: 9.0/10 (Category avg: 8.3/10)
  • Root Cause Analysis (RCA): 9.1/10 (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?: 9.5/10 (Category avg: 8.9/10)

Who Is the Company Behind Last9?

  • Seller: Last9
  • Year Founded: 2020
  • HQ Location: San Francisco, California
  • LinkedIn® Page: www.linkedin.com
    27 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Computer Software, Financial Services
  • Company Size: 67% Medium, 31% Small

What Do G2 Reviewers Say About Last9?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Last9, benefiting from its clean interface and organized dashboards.
  • Users commend the responsive and helpful customer support of Last9, facilitating smooth platform adoption and troubleshooting.
  • Users value the consistent and reliable monitoring of Last9, enhancing clarity and actionable insights for effective operations.
  • Users value the easy integration and debugging features of Last9, enhancing their efficiency with microservices.
  • Users appreciate the reliable monitoring data from Last9, allowing for efficient troubleshooting and proactive issue resolution.
Cons
  • Users face dashboard issues like incorrect data logging and slow loading, complicating their overall experience.
  • Users note a challenging learning curve initially, requiring time to adapt to dashboards and data flow.
  • Users note a difficult learning curve initially due to the complexity of workflows and evolving features in Last9.
  • Users find the initial learning curve challenging, particularly with dashboard setup and understanding data flow.
  • Users find insufficient information in documentation and features, hindering their ability to navigate workflows effectively.

What Are Recent G2 Reviews of Last9?

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?

Tian Lin
TL
Researched and written by Tian Lin
Updated June 9, 2025