List of the Top 25 Observability Tools for PagerDuty in 2026

New Relic equips businesses with cutting-edge observability tools, offering unparalleled insight throughout your technology ecosystem. Our AI-powered, integrated data platform consolidates telemetry from user interfaces to backend infrastructure, facilitating immediate insights and proactive problem-solving. Featuring sophisticated capabilities such as automated notifications, personalized dashboards, and comprehensive analytics, New Relic enables you to enhance performance, minimize downtime, and provide exceptional digital experiences. By streamlining observability at an enterprise level, New Relic transforms your system data into a valuable strategic resource, fostering operational effectiveness and innovation. Begin your journey towards enhanced observability today.

NeuBird AI is pioneering a new category of AI for IT operations with its Production Ops Platform, helping IT Ops, SRE, and DevOps teams prevent incidents, resolve issues in minutes, and continuously optimize production cloud environments. By replacing manual investigation with real-time, AI-driven insights, NeuBird enables teams to operate more efficiently and innovate faster. For more information, visit neubird.ai.

NetCrunch is a modern, scalable network monitoring and observability platform designed to simplify infrastructure and traffic management across physical, virtual, and cloud environments. It monitors everything from servers, switches, and firewalls to operating systems, cloud platforms like AWS, Azure, and GCP, including IoT, virtualization (VMware, Hyper-V), applications, logs, and custom data via REST, SNMP, WMI, or scripts-all without agents. NetCrunch offers over 670 built-in monitoring packs and policies that automatically apply based on device role, enabling fast setup and consistent configuration across thousands of nodes. Its dynamic maps, real-time dashboards, and Layer 2/3 topology views provide instant visibility into the health and performance of the entire infrastructure. Unlike legacy tools like SolarWinds, PRTG, or WhatsUp Gold, NetCrunch uses simple node-based licensing with no hidden costs, eliminating sensor limits and pricing traps. It includes intelligent alert correlation, alert automation & suppression, and proactive triggers to minimize noise and maximize clarity, along with 40+ built-in alert actions including script execution, email, SMS, webhooks, and seamless integrations with tools like Jira, PagerDuty, Slack, and Microsoft Teams. Out-of-the -box AI-enhanced root cause analysis and recommendation for every alert. NetCrunch also features full hardware and software inventory, device configuration backup and change tracking, bandwidth analysis, flow monitoring (NetFlow, sFlow, IPFIX), and flexible REST-based data ingestion. Designed for speed, automation, and scale, NetCrunch enables IT teams to monitor thousands of devices from a single server, reducing manual work while delivering actionable insights instantly. Designed for on-prem (including air-gapped), cloud self-hosted or hybrid networks, it is the ideal future-ready monitoring platform for businesses that demand simplicity, power, and total infrastructure awareness.

Sematext Cloud offers comprehensive observability tools tailored for contemporary software-driven enterprises, delivering crucial insights into the performance of both the front-end and back-end systems. With features such as infrastructure monitoring, synthetic testing, transaction analysis, log management, and both real user and synthetic monitoring, Sematext ensures businesses have a complete view of their systems. This platform enables organizations to swiftly identify and address significant performance challenges, all accessible through a unified cloud solution or an on-premise setup, enhancing overall operational efficiency.

Site24x7 offers an integrated cloud monitoring solution designed to enhance IT operations and DevOps for organizations of all sizes. This platform assesses the actual experiences of users interacting with websites and applications on both desktop and mobile platforms. DevOps teams benefit from capabilities that allow them to oversee and diagnose issues in applications and servers, along with monitoring their network infrastructure, which encompasses both private and public cloud environments. The comprehensive end-user experience monitoring is facilitated from over 100 locations worldwide, utilizing a range of wireless carriers to ensure thorough coverage and insight into performance. By leveraging such extensive monitoring features, organizations can significantly improve their operational efficiency and user satisfaction.

Datadog serves as a comprehensive monitoring, security, and analytics platform tailored for developers, IT operations, security professionals, and business stakeholders in the cloud era. Our Software as a Service (SaaS) solution merges infrastructure monitoring, application performance tracking, and log management to deliver a cohesive and immediate view of our clients' entire technology environments. Organizations across various sectors and sizes leverage Datadog to facilitate digital transformation, streamline cloud migration, enhance collaboration among development, operations, and security teams, and expedite application deployment. Additionally, the platform significantly reduces problem resolution times, secures both applications and infrastructure, and provides insights into user behavior to effectively monitor essential business metrics. Ultimately, Datadog empowers businesses to thrive in an increasingly digital landscape.

Monitoring IT performance extends beyond simply tracking CPU, memory, and network usage. With eG Enterprise, the focus shifts to enhancing the user experience, which becomes a pivotal element of your IT management and monitoring approach. This platform provides the capability to evaluate users' digital experiences and offers comprehensive insights into the performance of the entire application delivery pipeline—from the underlying code to user interactions, encompassing both data centers and cloud environments—accessible through a unified interface. Additionally, eG Enterprise allows for the correlation of performance metrics across various domains, enabling proactive identification of underlying issues. Leveraging machine learning and analytical tools, IT teams can make informed decisions regarding optimization and resource allocation for anticipated growth. Consequently, this leads to more satisfied users, heightened productivity, increased IT operational efficiency, and measurable business returns. Moreover, eG Enterprise is versatile in deployment, being available for both on-premise installation and as a Software as a Service (SaaS) offering. Start your journey towards enhanced IT performance by signing up for a free trial of eG Enterprise today, and experience the transformation firsthand.

The Dynatrace software intelligence platform transforms organizational operations by delivering a distinctive blend of observability, automation, and intelligence within one cohesive system. Transition from complex toolsets to a streamlined platform that boosts automation throughout your agile multicloud environments while promoting collaboration among diverse teams. This platform creates an environment where business, development, and operations work in harmony, featuring a wide range of customized use cases consolidated in one space. It allows for proficient management and integration of even the most complex multicloud environments, ensuring flawless compatibility with all major cloud platforms and technologies. Acquire a comprehensive view of your ecosystem that includes metrics, logs, and traces, further enhanced by an intricate topological model that covers distributed tracing, code-level insights, entity relationships, and user experience data, all provided in a contextual framework. By incorporating Dynatrace’s open API into your existing infrastructure, you can optimize automation across every facet, from development and deployment to cloud operations and business processes, which ultimately fosters greater efficiency and innovation. This unified strategy not only eases management but also catalyzes tangible enhancements in performance and responsiveness across the organization, paving the way for sustained growth and adaptability in an ever-evolving digital landscape. With such capabilities, organizations can position themselves to respond proactively to challenges and seize new opportunities swiftly.

Amazon CloudWatch acts as an all-encompassing platform for monitoring and observability, specifically designed for professionals like DevOps engineers, developers, site reliability engineers (SREs), and IT managers. This service provides users with essential data and actionable insights needed to manage applications, tackle performance discrepancies, improve resource utilization, and maintain a unified view of operational health. By collecting monitoring and operational data through logs, metrics, and events, CloudWatch delivers an integrated perspective on both AWS resources and applications, alongside services hosted on AWS and on-premises systems. It enables users to detect anomalies in their environments, set up alarms, visualize logs and metrics in tandem, automate responses, resolve issues, and gain insights that boost application performance. Furthermore, CloudWatch alarms consistently track metric values against set thresholds or those created by machine learning algorithms to effectively spot anomalies. With its extensive capabilities, CloudWatch is a crucial resource for ensuring optimal application performance and operational efficiency in ever-evolving environments, ultimately helping teams work more effectively and respond swiftly to issues as they arise.

Sumo Logic offers a cloud-centric solution designed for log management and cybersecurity, tailored for IT and security teams of various scales. By integrating logs, metrics, and traces, it facilitates quicker troubleshooting processes. This unified platform serves multiple functions, enhancing your ability to resolve issues efficiently. With Sumo Logic, organizations can diminish downtime, transition from reactive to proactive monitoring, and leverage cloud-based analytics augmented by machine learning to enhance troubleshooting capabilities. AI-powered Cloud SIEM and security analytics enable swift detection of Indicators of Compromise, expedites investigations, and helps maintain compliance. Improved threat detection, investigation, and response (TDIR) help reduce the mean time to respond (MTTR). Furthermore, Sumo Logic's real-time analytics framework empowers businesses to make informed, data-driven decisions. It also provides insights into customer behavior, allowing for better market strategies. Overall, Sumo Logic’s platform streamlines the investigation of operational and security concerns, ultimately giving you more time to focus on other critical tasks and initiatives.

Effortlessly oversee a multitude of tables through advanced machine learning-based anomaly detection, complemented by a diverse range of more than 50 customized metrics. This ensures thorough management of both data and metadata while carefully tracking all asset dependencies from initial ingestion right through to business intelligence. Such a solution not only boosts productivity but also encourages collaboration between data engineers and end-users. Sifflet seamlessly integrates with your existing data environments and tools, operating efficiently across platforms such as AWS, Google Cloud Platform, and Microsoft Azure. Stay alert to the health of your data and receive immediate notifications when quality benchmarks are not met. With just a few clicks, essential coverage for all your tables can be established, and you have the flexibility to adjust the frequency of checks, their priority, and specific notification parameters all at once. Leverage machine learning algorithms to detect any data anomalies without requiring any preliminary configuration. Each rule benefits from a distinct model that evolves based on historical data and user feedback. Furthermore, you can optimize automated processes by tapping into a library of over 50 templates suitable for any asset, thereby enhancing your monitoring capabilities even more. This methodology not only streamlines data management but also equips teams to proactively address potential challenges as they arise, fostering an environment of continuous improvement. Ultimately, this comprehensive approach transforms the way teams interact with and manage their data assets.

Splunk AppDynamics brings together observability, business analytics, and runtime security to create a unified platform for managing hybrid and on-prem application environments. Designed for enterprises with complex infrastructures, it correlates application, transaction, and end-user data with business metrics, ensuring that performance improvements translate directly into measurable business outcomes. The platform excels at anomaly detection and root cause analysis, powered by AI and ML baselining that continuously learns and adapts to system behavior. It supports monitoring of critical SAP and non-SAP workflows, enabling organizations to trace issues to the deepest levels of ABAP code or database queries while maintaining business continuity. AppDynamics extends observability across APIs, SaaS, ISPs, and third-party services, offering a full view of network and infrastructure dependencies. For security, it integrates runtime protection, proactively blocking attacks and ensuring compliance with enterprise standards. With Digital Experience Monitoring, organizations gain end-to-end visibility into customer journeys across web, mobile, and synthetic environments. Flexible data collection through agents or OpenTelemetry ensures seamless integration into existing architectures. By preventing costly outages and optimizing resources, AppDynamics has demonstrated tangible ROI, saving enterprises millions while improving user satisfaction. It’s a solution built for businesses that need to unify performance, security, and business impact in one platform.

Netreo stands out as a premier full-stack platform for managing and observing IT infrastructure. It serves as a comprehensive source of truth for proactive monitoring of performance and availability across extensive enterprise networks, infrastructures, and applications. Our platform is designed to cater to the needs of: IT executives, who benefit from complete visibility into business services, down to the underlying infrastructure and networks that sustain them. IT Engineering teams, who utilize it as a decision-making tool to effectively plan and design modern solutions. IT Operations groups, who gain real-time insights into issues within their environments, allowing them to identify bottlenecks and understand their impact on users. These valuable insights extend to mixed systems and vendor environments that are dynamic and ever-evolving. With ongoing support for over 350 integrations, we continue to expand our partnerships with network, storage, virtualization, and server vendors. As a result, organizations can adapt seamlessly to the complexities of their IT landscapes.

Sentry is an end-to-end observability and application monitoring platform built to help organizations improve software quality, accelerate debugging, and reduce production incidents. By unifying error monitoring, distributed tracing, logs, metrics, profiling, session replay, uptime monitoring, and AI-powered diagnostics, Sentry provides a complete view of application health and performance. The platform automatically correlates incidents with code changes, pull requests, releases, and ownership information, enabling teams to quickly identify root causes and implement fixes. Its AI debugging and code review capabilities analyze historical application data, detect regressions, recommend solutions, and generate merge-ready patches, helping organizations maintain development velocity while delivering reliable software at scale.

IBM Instana sets a new standard for preventing incidents by delivering extensive full-stack visibility with remarkable one-second accuracy and a mere three seconds for notifications. As cloud infrastructures become increasingly complex and rapidly changing, the financial toll of even an hour of downtime can escalate into six figures or beyond. Traditional application performance monitoring (APM) solutions often do not provide the necessary speed and depth to effectively diagnose and contextualize technical challenges, and they frequently require significant training for advanced users before they can be efficiently used. Conversely, IBM Instana Observability goes beyond the constraints of typical APM tools by making observability easily accessible to a broader range of professionals, including those in DevOps, SRE, platform engineering, ITOps, and development teams, allowing them to acquire crucial data and insights without any obstacles. The Instana Dynamic APM operates through a unique agent architecture that employs sensors—lightweight, automated programs specifically crafted to monitor individual entities and ensure they are performing optimally. Consequently, organizations are better equipped to proactively address incidents and sustain a higher level of service continuity, ultimately leading to improved operational efficiency.

AppOptics™, developed by SolarWinds®, functions as a software-as-a-service (SaaS) tool designed for monitoring both infrastructure and applications across custom-built on-premises, hybrid, and cloud environments. By facilitating rapid detection of performance bottlenecks throughout the entire stack—from applications to the foundational infrastructure and even to the specific lines of code—AppOptics effectively minimizes mean time to recovery (MTTR). Created with user-friendliness in mind, IT professionals can easily set up and utilize the tool. Its robust features automatically pinpoint performance challenges, thereby removing uncertainty and significantly shortening the troubleshooting duration. Additionally, AppOptics enables organizations to harmonize their performance metrics and infrastructure goals with overarching business objectives, fostering a more integrated approach to operational success. Through this alignment, businesses can ensure that their technical capabilities directly support their strategic aims.

InfluxDB is a specialized data platform crafted to manage all types of time series data, encompassing users, sensors, applications, and infrastructure, allowing for the seamless collection, storage, visualization, and transformation of insights into actionable strategies. It features a comprehensive library of over 250 open-source Telegraf plugins, simplifying the process of importing and monitoring data from a variety of systems. By empowering developers, InfluxDB facilitates the creation of innovative IoT, monitoring, and analytics applications and services. Its adaptable architecture can accommodate various implementations, whether in the cloud, at the edge, or on-premises. Moreover, its versatility, ease of access, and an array of supporting tools such as client libraries and APIs enable developers of all experience levels to swiftly create applications and services utilizing time series data. The platform is optimized for enhancing developer productivity and efficiency, allowing builders to concentrate on the essential features that add value to their internal projects and provide their applications with a competitive advantage. To assist newcomers, InfluxData provides complimentary training through InfluxDB University, ensuring that anyone can quickly acquire the skills needed to leverage this powerful platform effectively.

Application Performance Management Achieve a thorough understanding of your application's health and performance metrics. Identify and address performance challenges seamlessly across the entire stack without the drawbacks of sampling or any blind spots. Log Analytics Effortlessly search and interpret event data spanning your applications, infrastructure, security, or business aspects without the hassle of indexing, data tiers, retention policies, or associated costs, ensuring all log data remains readily accessible. Infrastructure Monitoring Collect and analyze metrics throughout your infrastructure—whether it be cloud, Kubernetes, serverless environments, or through over 400 pre-built integrations. Gain insights into the entire stack and troubleshoot performance issues in real-time for optimal efficiency. O11y AI Accelerate incident investigation and resolution with O11y Investigator, utilize natural language to delve into observability data through O11y Copilot, effortlessly create Regular Expressions with O11y Regex, and get accurate information with O11y GPT, enhancing your operational effectiveness. Observe for Snowflake Gain extensive observability into Snowflake workloads, allowing you to fine-tune performance and resource usage while ensuring secure and compliant operations. With these tools, your organization can achieve a higher level of operational excellence.

Edge Delta introduces a groundbreaking approach to observability, being the sole provider that processes data at the moment of creation, allowing DevOps, platform engineers, and SRE teams the flexibility to direct it wherever needed. This innovative method empowers clients to stabilize observability expenses, uncover the most valuable insights, and customize their data as required. A key feature that sets us apart is our distributed architecture, which uniquely enables data processing to occur at the infrastructure level, allowing users to manage their logs and metrics instantaneously at the source. This comprehensive data processing encompasses: * Shaping, enriching, and filtering data * Developing log analytics * Refining metrics libraries for optimal data utility * Identifying anomalies and activating alerts Our distributed strategy is complemented by a column-oriented backend, facilitating the storage and analysis of vast data quantities without compromising on performance or increasing costs. By adopting Edge Delta, clients not only achieve lower observability expenses without losing sight of key metrics but also gain the ability to generate insights and initiate alerts before the data exits their systems. This capability allows organizations to enhance their operational efficiency and responsiveness to issues as they arise.

Scalyr serves as a comprehensive log management and observability solution tailored for contemporary cloud infrastructures. It was specifically created to address the intricate demands and vast scale associated with modern cloud setups. By enabling engineers to swiftly identify and resolve issues, Scalyr allows them to focus on their passion for coding. The platform has transformed log management into an advantage, achieving an impressive 96% of searches in under one second and boasting a thriving user community. Among its expanding clientele are notable organizations like NBCUniversal, Business Insider, Valentino, Giphy, and Zalando. Scalyr has garnered recognition as the top-rated platform in its field on G2 Crowd and was acknowledged as a cool vendor by Gartner in 2018. Additionally, it earned a spot on Forbes' list of Cloud 100 Rising Stars that same year. For more information, visit our website at www.scalyr.com or connect with us on Twitter (@scalyr) to stay updated on our latest developments.

LogicMonitor stands out as the premier SaaS-based observability platform, fully automated and designed for both enterprise IT and managed service providers. With a focus on cloud-first and hybrid solutions, it equips organizations and service providers with vital insights by offering extensive visibility into various aspects such as networks, cloud environments, applications, servers, and log data, all integrated into a single platform. This fosters enhanced collaboration and efficiency among IT and DevOps teams, while ensuring a secure and intelligently automated environment. By delivering comprehensive end-to-end observability for enterprise operations, LogicMonitor bridges the gap between developers and users, aligns customer experiences with cloud services, connects infrastructure with applications, and transforms business insights into immediate actions. This not only maximizes uptime and improves the user experience but also enables businesses to anticipate future challenges, empowering them to advance confidently and without hesitation. As the digital landscape evolves, maintaining such a robust observability framework becomes essential for sustained success.

Engineers have a deep affection for open-source solutions. We enhanced leading open-source monitoring tools like Jaeger, Prometheus, and ELK, merging them into a robust and scalable SaaS platform. This allows you to gather and analyze all your logs, metrics, traces, and additional data in a single location for comprehensive monitoring. With our user-friendly and customizable dashboards, you can easily visualize your data. Logz.io employs an AI/ML human-coach that automatically identifies and rectifies errors or exceptions in your logs. Our system can alert you via Slack, PagerDuty, Gmail, and other channels, ensuring you can swiftly address new incidents. You can centralize your metrics at any level through our Prometheus-as-a-service offering. By unifying logs and traces, we simplify the monitoring process. Getting started is easy—just add three lines of code to your Prometheus configuration file to initiate the forwarding of your metrics and data to Logz.io, streamlining your monitoring experience even further. This integration ultimately enhances your operational efficiency and response times.

Thundra empowers application teams to build, troubleshoot, test, and oversee contemporary microservices in cloud environments. By providing a comprehensive platform that integrates automated instrumentation, cloud application debugging, and test optimization, Thundra removes the necessity for various tools across both pre-production and production stages. The company features two key products: Thundra Foresight, designed to assist in monitoring and resolving issues within your CI workflows and tests, and Thundra APM, which specializes in application performance monitoring for serverless architectures and containerized applications. Additionally, this unified approach streamlines the development process, enhancing team productivity and efficiency.

Transform your log management practices with Honeycomb, a platform meticulously crafted for modern development teams that seek to extract valuable insights into application performance while improving log management efficiency. Honeycomb’s fast query capabilities allow you to reveal concealed issues within your system’s logs, metrics, and traces, employing interactive charts that deliver thorough examinations of raw data with high cardinality. By establishing Service Level Objectives (SLOs) that align with user priorities, you can minimize unnecessary alerts and concentrate on critical tasks. This streamlined approach not only reduces on-call duties but also accelerates code deployment, ultimately ensuring high levels of customer satisfaction. You can pinpoint the root causes of performance issues, optimize your code effectively, and gain a clear view of your production environment in impressive detail. Our SLOs provide timely alerts when customers face challenges, facilitating quick investigations into the underlying issues—all managed from a unified interface. Furthermore, the Query Builder allows for seamless data analysis, enabling you to visualize behavioral patterns for individual users and services, categorized by various dimensions for enriched analytical perspectives. This all-encompassing strategy guarantees that your team is equipped to proactively tackle performance obstacles while continuously enhancing the user experience, thus fostering greater engagement and loyalty. Ultimately, Honeycomb empowers your team to maintain a high-performance environment that is responsive to users' needs.

Utilize the most widely adopted observability platform, built on the robust Elastic Stack, to bring together various data sources for a unified view and actionable insights. To effectively monitor and derive valuable knowledge from your distributed systems, it is vital to gather all observability data within one cohesive framework. Break down data silos by integrating application, infrastructure, and user data into a comprehensive solution that enables thorough observability and timely alerting. By combining endless telemetry data collection with search-oriented problem-solving features, you can enhance both operational performance and business results. Merge your data silos by consolidating all telemetry information, such as metrics, logs, and traces, from any origin into a platform designed to be open, extensible, and scalable. Accelerate problem resolution through automated anomaly detection powered by machine learning and advanced data analytics, ensuring you can keep pace in today’s rapidly evolving landscape. This unified strategy not only simplifies workflows but also equips teams to make quick, informed decisions that drive success and innovation. By effectively harnessing this integrated approach, organizations can better anticipate challenges and adapt proactively to changing circumstances.