# OpsPilot Reviews **Vendor:** Intergral **Category:** [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm) **Average Rating:** 4.8/5.0 **Total Reviews:** 180 ## About OpsPilot OpsPilot OpsPilot is an AI-powered observability and autonomous reliability platform with an AI Site Reliability Engineering (SRE) teammate that helps engineering and operations teams detect, understand, and resolve incidents faster — and increasingly prevent them from happening at all. Your 24/7 stack expert Modern production systems — microservices, distributed architectures, cloud and hybrid environments — generate enormous volumes of telemetry. Your existing tools surface that data. But they still leave engineers responsible for interpreting signals, finding root causes, and deciding what to do next. OpsPilot closes that gap. It continuously analyzes telemetry across your applications, infrastructure, and services — then tells your team what is happening, why it is happening, and what to do about it. From dashboards to autonomous reliability OpsPilot goes beyond alerting and visualization. It correlates signals across metrics, logs, traces, and deployment events to identify abnormal behavior, explain root causes, and guide teams toward faster resolution — dramatically reducing time spent on incident investigation and operational troubleshooting. Over time, it evolves from reactive investigation toward proactive and autonomous operations. Your AI SRE teammate OpsPilot acts as an AI SRE teammate — augmenting your operations team by answering the questions engineers face during incidents: What changed? Where is the failure occurring? Which service is responsible? What should we investigate next? Three core capabilities Observability — collects and correlates telemetry across metrics, logs, traces, JVM data, and application-level diagnostics for a complete picture of system behavior. Operational Intelligence — applies AI-driven analysis to surface what changed, what is causing the issue, which components are involved, and what actions may resolve it. Foundational capabilities include anomaly detection, alert reduction, telemetry correlation, and root cause analysis. Action and Automation — supports guided incident response, runbook generation, automated remediation, and continuous operational learning — moving teams progressively toward autonomous reliability. OpenTelemetry-native. No new agents required. OpsPilot ingests telemetry via OTLP over gRPC or HTTP — no proprietary agent required. It works with your existing OpenTelemetry instrumentation across Kubernetes, microservices, cloud services, and serverless platforms. Prometheus-compatible metrics, Loki log ingestion, and Jaeger/Zipkin trace formats are also supported. For teams needing deep JVM or ColdFusion diagnostics, the optional FusionReactor APM agent provides additional application-level telemetry. Built for DevOps, SRE, and platform engineering teams OpsPilot is designed for organizations running modern production systems that require high reliability and operational efficiency — particularly teams moving toward SRE or platform engineering models who need deeper operational insight without increasing headcount. Deployed as SaaS, hybrid, or agentless via OpenTelemetry. ## OpsPilot Pros & Cons **What users like:** - Users value the **effective monitoring** capabilities of OpsPilot, enhancing their ability to troubleshoot and optimize performance. (25 reviews) - Users find **real-time monitoring** in OpsPilot invaluable for troubleshooting and improving the performance of their applications. (23 reviews) - Users praise the **ease of use** of OpsPilot, making performance tuning and monitoring straightforward and efficient. (17 reviews) - Users value the **in-depth performance monitoring** of OpsPilot, which enhances troubleshooting and infrastructure efficiency. (15 reviews) - Users value the **effective troubleshooting capabilities** of OpsPilot, making performance optimization and fault detection much simpler. (15 reviews) - Performance Improvement (14 reviews) - Users appreciate the **real-time visibility** into server processes that aids in effective troubleshooting and monitoring. (14 reviews) - Features (13 reviews) - Users find the **beneficial insights** from FusionReactor APM essential for optimizing performance and monitoring transactions. (13 reviews) - Issue Detection (13 reviews) **What users dislike:** - Users note a **steep learning curve** initially, especially for those unfamiliar with JVM, but it eventually gets easier. (8 reviews) - Users note that OpsPilot is **expensive** , but they believe it offers significant value for monitoring needs. (6 reviews) - Users find the **learning difficulty** with OpsPilot challenging, especially when configuring alerts and understanding the system's depth. (5 reviews) - Users find the **user experience confusing** due to inconsistent settings placement and delays in sign-up notifications. (5 reviews) - Users find **data limitations** in OpsPilot affect insights and usability, leading to potential performance issues and confusion. (4 reviews) - Delay Issues (4 reviews) - Users experience a **difficult learning curve** due to confusing settings and a lack of intuitive design initially. (4 reviews) - Pricing Issues (4 reviews) - Steep Learning Curve (4 reviews) - Confusing Interface (3 reviews) ## OpsPilot Reviews ### 1. FusionReactor APM: Real-Time Memory Insights and Proactive Crash Protection **Rating:** 5.0/5.0 stars **Reviewed by:** Octavian C. | Technical Director, Small-Business (50 or fewer emp.) **Reviewed Date:** February 26, 2026 **What do you like best about OpsPilot?** The ability to see memory usage in real time—and quickly identify leaks or abnormal spikes—makes troubleshooting far more efficient. On top of that, tracking every request gives complete visibility into application performance, helping pinpoint slow transactions or bottlenecks with precision. Another standout feature is its built-in crash protection and monitoring. Knowing the system can automatically detect critical issues and help prevent unexpected downtime provides real confidence in production environments. Overall, FusionReactor APM combines deep visibility with proactive protection, which makes it an invaluable tool for maintaining application stability and performance. **What do you dislike about OpsPilot?** Some advanced features require careful configuration to get the most value from them. Without proper tuning, it’s possible to either miss important insights or collect more data than necessary, which can impact performance or clarity. **What problems is OpsPilot solving and how is that benefiting you?** FusionReactor APM is solving the problem of limited visibility into how our application is actually being used in real-world conditions. By providing deep insight into request activity, memory usage, transaction performance, and user behaviour, it allows us to understand exactly how the application performs under load and how users interact with it. Instead of guessing where bottlenecks or inefficiencies might be, we can rely on precise data. ### 2. Ein echtes "Must-Have" für jeden Betreiber eines Anwendungsservers. **Rating:** 5.0/5.0 stars **Reviewed by:** René H. | Cloud-Architekt, Mid-Market (51-1000 emp.) **Reviewed Date:** September 10, 2025 **What do you like best about OpsPilot?** FR brings "light into the darkness" for me. I also like how this monitoring software is constantly being expanded and developed in a progressive manner. The cloud integration offers many advantages. I can't say directly what I like best about it; for me, it is a daily tool to observe, check, and monitor the direct impacts of my work on the servers. For error analysis, it provides me with very tailored tools and usually gets me to the goal immediately. I also really like the AI support. It often provides very useful tips to narrow down errors. **What do you dislike about OpsPilot?** Fundamentally, it is very expensive. We have a lot of instances in the cloud, and we cannot run it on all installations, as that would far exceed our budget. Compared to the range of functions, the price is certainly justified, but as a standard monitoring tool on all instances, it is unfortunately too expensive, at least in our environment. **What problems is OpsPilot solving and how is that benefiting you?** Clear Server & Application Monitoring. Help for error diagnosis, the tools can see very deep into the code, and the AI advisors are often very targeted. ### 3. Fusion Reactor has been an amazing and invaluable tool, in helping us monitor and troubleshooting **Rating:** 4.5/5.0 stars **Reviewed by:** sean r. | Development Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** April 04, 2023 **What do you like best about OpsPilot?** Real-time monitoring of application performance, especially monitoring requests, in real-time. **What do you dislike about OpsPilot?** Would be nice if some of the views/metrics were a little more customizable. So I could see the exact information I want, without having to run multiple reports **What problems is OpsPilot solving and how is that benefiting you?** Helps us see what impact our CF application is having on our servers and what the origins and impacts website traffic is having on our servers. ### 4. Customer Success with FusionReactor **Rating:** 5.0/5.0 stars **Reviewed by:** Brandon B. | Sr. Manager of IT, Enterprise (> 1000 emp.) **Reviewed Date:** September 17, 2025 **What do you like best about OpsPilot?** The AI and its expanded capabilities are straightforward to use, the support provided by the team ensures an excellent end-user experience, and the ability to integrate all functions within a single platform makes this tool indispensable. **What do you dislike about OpsPilot?** At this time, we have not identified any drawbacks when using the cloud version. **What problems is OpsPilot solving and how is that benefiting you?** FusionReactor APM is helping us identify and resolve performance bottlenecks, monitor application health in real time, and quickly diagnose issues across complex environments. By providing deep visibility into transactions, database queries, and server performance, it reduces downtime, accelerates troubleshooting, and improves overall system reliability. As a result, our team can proactively address potential problems before they impact end users, which enhances efficiency, reduces operational costs, and ensures a smoother experience for our customers." ### 5. Using FusionReacton on CF11 and CF23 **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Small-Business (50 or fewer emp.) **Reviewed Date:** October 07, 2025 **What do you like best about OpsPilot?** I have used Fusion Reactor on both my CF11 and CF23 installations, and I find that the insights it offers are both comprehensive and detailed. This has made performance tuning and fault detection significantly quicker and much easier for me. Kudos also to their excellent customer service. **What do you dislike about OpsPilot?** A very minor issue (so minor I'm not really complaining about it - this review just wanted something negative, so I'm trying here, lol) is how tightly it binds to CF -- to turn FR off for any reason, you have to stop your CF installation briefly. **What problems is OpsPilot solving and how is that benefiting you?** Monitoring, performance tuning, and bug resolution. ### 6. Terrific product for Server Monitoring and Optimization **Rating:** 5.0/5.0 stars **Reviewed by:** Oli R. | VP Technology, Small-Business (50 or fewer emp.) **Reviewed Date:** July 31, 2025 **What do you like best about OpsPilot?** FusionReactor APM has made monitoring our web and application server a breeze, and the detailed dashboards, logging enhancements and OPSPilot AI code reviews have allowed us to fix bottlenecks and optimize our applications in numerous ways in the 12 months since we have installed the application. **What do you dislike about OpsPilot?** We have not been able to identify any downsides to FusionReactor APM as of this time. **What problems is OpsPilot solving and how is that benefiting you?** FusionReactor APM allows us to pinpoint slow-running processes and transactions in both our customer-facing and internal applications and gives hints for optimizing those processes. ### 7. A tool for Deep Java and ColdFusion Monitoring **Rating:** 4.0/5.0 stars **Reviewed by:** Erick Vincent Steve G. | IT Support I, Enterprise (> 1000 emp.) **Reviewed Date:** August 21, 2025 **What do you like best about OpsPilot?** I really like how FusionReactor APM gives me clear, real time visibility into applications. Its not just standard monitoring it lets me dig into threads, memory usagem and database queries, and even debug applications while they’re running in production. For me, the setup was straightfoward, it fits perfectly with Java environment. **What do you dislike about OpsPilot?** Honestly, there is nothing I dislike about FusionReactor APM. So far, it has worked smoothly for me and met all my expectations. **What problems is OpsPilot solving and how is that benefiting you?** FusionReactor APM helps us detect performance issues and errors in real time, which makes troubleshooting much faster. It allows us to identify slow database queries, memory leaks, and thread problems before they impact users. ### 8. Great fast support! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** April 28, 2025 **What do you like best about OpsPilot?** FusionReactor is vital to our org to ensuring we are getting the best of ColdFusion. Our favorite feature is the ability to monitor slow transactions, which immensely helps us in tuning our web pages. The customer support is friendly and quick, and they are eager to assist if you run into any issues. It is also very easy to login and setup and to see what you are looking for. **What do you dislike about OpsPilot?** I cannot say anything bad about FusionReactor itself. It fits our needs and has been a great tool for us to catch issues before they even happen. **What problems is OpsPilot solving and how is that benefiting you?** Slow web pages - we even had recently where our file server was changed out, and after doing so, consumers complained about a certain page loading slowly, and we were able to use FR to drill down into the call and see what component was causing the slow call. ### 9. Best tool on the market for CF monitoring **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Internet | Small-Business (50 or fewer emp.) **Reviewed Date:** April 03, 2025 **What do you like best about OpsPilot?** We use FR on a daily basis to either assist in troubleshooting or just general performance monitoring. Installation and integration with Coldfusion servers is straightforward and easy to automate (we use ansible). Customer support is stellar. Hands on, without too much bureaucracy and back and forth with the support team, with quick turnaround times. We recently moved to the Cloud + AI platform and it has more features than we know to use. We're still in the process of learning the ropes, but it provides with a more holistic view of our infrastructure compared to our old on-prem deployments. **What do you dislike about OpsPilot?** Nothing comes to mind immediately in terms of dislikes. I would say that sometimes a setting is in a different place than what you would think. There are various settings menus per function that may get confusing at times. **What problems is OpsPilot solving and how is that benefiting you?** The primary use we have for it is that it's allowing us to track down bad performing parts of our applications and identify areas of improvement either in code, resources or configurations. The breakdown it offers on requests, along with profiling, provide us with insights to improve and debug our applications. ### 10. Insightful Analytics through Design and animation **Rating:** 4.5/5.0 stars **Reviewed by:** Yukta S. | Software Dev Admin, Small-Business (50 or fewer emp.) **Reviewed Date:** March 25, 2025 **What do you like best about OpsPilot?** I like how easy it is to navigate the application. I only saw the demo but the data insights the application gives into the development process is very helpful. It also has support for legacy languages as well. As someone who has used cfm I can see how helpful this application can be. **What do you dislike about OpsPilot?** Options to change the charts as we like to different types. **What problems is OpsPilot solving and how is that benefiting you?** It helped me in the automatic deployment part and helped me setup the CI/CD pipleline. ## OpsPilot Discussions - [What is fusionreactor's hidden feature that mostly being missed by users?](https://www.g2.com/discussions/33649-what-is-fusionreactor-s-hidden-feature-that-mostly-being-missed-by-users) - 1 comment, 1 upvote - [What are the advantages of purchasing FusionReactor Enterprise?](https://www.g2.com/discussions/what-are-the-advantages-of-purchasing-fusionreactor-enterprise) - 1 comment, 1 upvote - [How can I evaluate FusionReactor Cloud?](https://www.g2.com/discussions/how-can-i-evaluate-fusionreactor-cloud) - 1 comment, 1 upvote - [Who should use FusionReactor?](https://www.g2.com/discussions/who-should-use-fusionreactor) - 1 comment, 1 upvote - [Does FusionReactor run on J2EE application servers?](https://www.g2.com/discussions/does-fusionreactor-run-on-j2ee-application-servers) - 1 comment, 1 upvote - [View OpsPilot pricing details and edition comparison](https://www.g2.com/products/opspilot/reviews/opspilot-review-9766544?section=pricing&secure%5Bexpires_at%5D=2026-05-24+03%3A57%3A40+-0500&secure%5Bsession_id%5D=a5323ba1-96c1-4124-b6f1-8c8cbe6d1874&secure%5Btoken%5D=0d847638bb5adf7e921cd288f698fb9f47a11e07d1e72d493864ff1f4d543549&format=llm_user) ## OpsPilot Integrations - [AWS and Cloud Services](https://www.g2.com/products/aws-and-cloud-services/reviews) - [Azure](https://www.g2.com/products/hopem-azure/reviews) - [Docker](https://www.g2.com/products/docker-inc-docker/reviews) - [GitHub](https://www.g2.com/products/github/reviews) - [GitLab](https://www.g2.com/products/gitlab/reviews) - [Grafana Labs](https://www.g2.com/products/grafana-labs/reviews) - [Java Development](https://www.g2.com/products/java-development/reviews) - 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[SQL Server 2019](https://www.g2.com/products/sql-server-2019/reviews) ## OpsPilot Features **Functionality** - Monitoring - Alerting - Logging - Response Time - Reporting - Data Visualization **Monitoring** - Usage Monitoring - Database Monitoring - API Monitoring - Real-Time Monitoring - Cloud Infrastructure Monitoring - Security and Compliance Monitoring **Functionality** - Artificial Intelligence - Machine Learning - Systems Monitoring **Visibility ** - Dashboards and Visualizations - Alerts and Notifications **Functionality** - Diverse Systems Monitoring - Real-Time Analytics - Observability - AI/ML Integration **Monitoring** - Performance Baselines - Performance Analysis - Performance Monitoring - AI/ML Assistance - Multi-System Monitoring **Alerts management** - Multi-mode alerts - Opimization alerts - Incident alerts **Functionality** - Real-time Analytics - Data quality monitoring - Automation - End to End visiblity **Telemetry Collection & Ingestion - Observability** - Multi-Telemetry Ingestion - OpenTelemetry Support **Agentic AI - Static Code Analysis** - Adaptive Learning - Natural Language Interaction - Proactive Assistance **Agentic AI - Observability Software** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Administration** - Activity Monitoring - Multi-Cloud Management - Automation - Auto-Scaling & Resource Optimization **Issue Resolution** - Root Cause Identification - Proactive Identification - Resolution Guidance **Monitoring and Management** - Multi-Server Management - Real-Time Monitoring - Immediate Alert Notification - Proactive Server Monitoring Software **Management** - Single Pane of Glass - Dashboards and Visualization - Performance Baselines - Alerting **Response** - Dashboards and Visualization - Incident Alerting - Root Cause Analysis (RCA) **Monitoring** - Resource utilization - Real-time monitoring - Performance baseline - API monitoring **Management** - Anomaly identification - Single pane view - Real-time alerts - Data lineage - Integrations **Visualization & Dashboards - Observability** - Service Dependency Mapping - Unified Dashboard - Trace Visualization **Agentic AI - Database Monitoring** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Automation** - Resolution automation - Automation **Analysis** - Reporting - Dashboards and Visualizations - Spend Forecasting and Optimization **Management** - System Integration - Alerting - Reporting **Cloud environment support** - Server Monitoring For Cloud Deployments - Software Scaling **Generative AI** - AI Text Generation **Correlation & Root Cause Analysis - Observability** - Cross-Telemetry Correlation - Root Cause Detection - Intelligent Alerting **Agentic AI - Bug Tracking** - Adaptive Learning - Natural Language Interaction - Proactive Assistance **Agentic AI - Application Performance Monitoring (APM)** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning - Proactive Assistance - Decision Making **Agentic AI - Enterprise Monitoring** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Analysis** - Search - Reporting - Visualization - Track trends **Generative AI** - AI Text Generation - AI Text Summarization **Scalability & Ecosystem Integration - Observability** - Kubernetes Monitoring - Hybrid/Multi-Cloud Support **Agentic AI - Data Observability** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Natural Language Interaction - Proactive Assistance **Agentic AI - Cloud Infrastructure Monitoring** - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Agentic AI - Server Monitoring** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Issue Resolution** - Root cause identification - Resolution guidance - Proactive identification **AI Features - Observability** - Predictive Insights - AI-Generated Incident Summaries - AI Anomaly Detection **Agentic AI - AIOps Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **AI Automation - Cloud Infrastructure Monitoring** - AI-Powered Anomaly Detection - AI-Driven Insight Recommendations **Performance** - Real User Monitoring (RUM) - Second by Second Metrics **Functionality** - Synthetic Monitoring - Dynamic Transaction Mapping - Load Balancing - Cloud Observability ## Top OpsPilot Alternatives - [Dynatrace](https://www.g2.com/products/dynatrace/reviews) - 4.5/5.0 (1,231 reviews) - [Datadog](https://www.g2.com/products/datadog/reviews) - 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