--- title: OpsPilot Reviews meta_title: 'OpsPilot Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 180 reviews by the users' company size, role or industry to find out how OpsPilot works for a business like yours. aggregate_rating: rating_value: 4.8 review_count: 180 scale: '5' date_modified: '2026-09-22' parent_category: name: Monitoring url: https://www.g2.com/categories/monitoring --- # 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 **AI Enabled:** This product embeds AI to enhance or extend its core functionality. ## 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 Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews. **What users like:** - Users value the **ease of use** of OpsPilot, facilitating quick access to crucial metrics and troubleshooting insights. (10 reviews) - Users find the **real-time web metrics** invaluable, enabling quick insights and identification of performance issues in their applications. (8 reviews) - Users appreciate the **real-time visibility and detailed insights** provided by FusionReactor APM for effective monitoring. (8 reviews) - Users value the **real-time monitoring** of OpsPilot, enabling effective performance management and quick issue resolution. (7 reviews) - Users praise the **responsive and friendly customer support** of OpsPilot, making troubleshooting and assistance seamless. (6 reviews) - Features (6 reviews) - Performance Improvement (6 reviews) - Users value the **comprehensive troubleshooting capabilities** of OpsPilot, streamlining performance tuning and fault detection significantly. (6 reviews) - User Interface (6 reviews) - Issue Detection (5 reviews) **What users dislike:** - Users find the **learning curve challenging** , as advanced features require careful configuration and can be overwhelming. (4 reviews) - Users face **difficult configuration** challenges, leading to confusion and potentially missing out on important insights. (3 reviews) - Users find the **learning difficulty** of OpsPilot challenging initially, requiring some research before effective use. (3 reviews) - Users find the **UI confusing** , especially the Cloud version, despite ongoing improvements for clarity and usability. (3 reviews) - Users find the **UI design confusing** , noting that it can complicate the initial experience with OpsPilot. (3 reviews) - Alert Issues (2 reviews) - Complex Configuration (2 reviews) - Complexity (2 reviews) - Complex Setup (2 reviews) - Users are frustrated with **data limitations** in OpsPilot, impacting insight clarity and historical data availability. (2 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.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through a business email account **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **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. 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.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal incentive as thanks for completing this review. **Source: Seller invite:** Invitation from a seller or affiliate. This reviewer was offered a nominal incentive as thanks for completing this review. **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. ### 3. Must have for CF application monitoring and troubleshooting **Rating:** 5.0/5.0 stars **Reviewed by:** Mohammed A. | Full-Stack Developer, Mid-Market (51-1000 emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through a business email account **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** April 21, 2025 At G2, we prefer fresh reviews and we like to follow up with reviewers. They may not have updated their review text, but have updated their review. **What do you like best about OpsPilot?** FusionReactor aides us with performance monitoring and troubleshooting, It enables our team to quickly identify and resolve issues. **What do you dislike about OpsPilot?** Some of its features and their complexity can be overwhelming. **What problems is OpsPilot solving and how is that benefiting you?** FusionReactor assists us in identifying slow queries and unexpected errors or crashes. ### 4. FusionReactor Dev makes development so much easier **Rating:** 4.5/5.0 stars **Reviewed by:** David B. | Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through a business email account **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** November 28, 2019 At G2, we prefer fresh reviews and we like to follow up with reviewers. They may not have updated their review text, but have updated their review. **What do you like best about OpsPilot?** I started with FusionDebug in 2013 as a means to add interactive debugging to Eclipse. Then, when we started using VSCode, I needed an alternative and FusionReactor was the solution!

I practically live on the web metrics page. The graphs are informative and in real time and it's a great tool to watch your app as it works. But the most powerful part is being able to drill down on slow requests.

Every process of every app should go through FusionReactor so we can really see what is slowing our apps down. You'd be surprised with what you discover! **What do you dislike about OpsPilot?** A bit of a learning curve in the beginning. If you're not familiar with how the JVM works, it's in your best interest to read a few articles before jumping in. Once you get going though, it's smooth sailing from there! **Recommendations to others considering OpsPilot:** I've always thought that Adobe should buy this product and simply include it in every version of ColdFusion. It's one of those tools that has been moved to our "must have" list. **What problems is OpsPilot solving and how is that benefiting you?** Fusion reactor has helped me find places in my apps that are not optimized. I've improved response times and identified problem areas on absolutely everything! I've also been able to track down areas where my memory use was far greater than it should have been. That alone has saved me from many a crash! ## 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?filters%5Bsentiment_snippet%5D=1116669&qs=pros-and-cons§ion=pricing&secure%5Bexpires_at%5D=2026-09-25+10%3A01%3A01+-0500&secure%5Bsession_id%5D=13e3b6d5-6eef-419b-8f2e-812c17918212&secure%5Btoken%5D=5f78ff8199fe2c31e03d0cfc0d41d93c8df5bf7b877c834f1c9395b02d1ca1ba&format=llm_user) ## OpsPilot Features **Functionality** - Monitoring - Alerting - Logging - Response Time - Reporting - Data Visualization - Performance Monitoring - Real-Time Monitoring - Server Monitoring - Real-Time Reporting - Uptime Reporting - Transaction Monitoring - Real-Time Data **Monitoring** - Usage Monitoring - Database Monitoring - API Monitoring - Real-Time Monitoring - Cloud Infrastructure Monitoring - Security and Compliance Monitoring **Functionality** - Artificial Intelligence - Machine Learning - Systems Monitoring - IT Monitoring - Performance Monitoring **Visibility ** - Activity Dashboard - Real-Time Notifications - Customizable Dashboard - Web Traffic Reporting - Real-Time Reporting - Risk Alerts - Threshold Alerts - Email Alerts **Functionality** - Diverse Systems Monitoring - Real-Time Analytics - Observability - AI/ML Integration **Monitoring** - Performance Baselines - Performance Analysis - Transaction Monitoring - AI/ML Assistance - Multi-System Monitoring - Generative AI - Container 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 - AI/Machine Learning - Third-Party Integrations **Administration** - Activity Monitoring - Multi-Cloud Management - Automation - Auto-Scaling & Resource Optimization **Issue Resolution** - Root Cause Identification - Proactive Identification - Resolution Guidance **Monitoring and Management** - Capacity Management - Bandwidth Monitoring - Immediate Alert Notification - Proactive Server Monitoring Software - Generative AI - Audit Trail - User Management - Audit Management - Issue Management - Service Level Agreement (SLA) Management - Configuration Management - Incident Management - Patch Management - Compliance Management - Remote Monitoring & Management - Inventory Management - Policy Management - CPU Monitoring - Network Monitoring - Real-Time Analytics - Server Monitoring - Email Monitoring - Performance Monitoring - Asset Lifecycle Management - Workflow Management - Data Storage Management - Credential Management - Password Management - Virtual Machine Monitoring - Monitoring - Database Monitoring **Management** - Single Pane of Glass - Dashboards and Visualization - Performance Baselines - Alerting **Response** - Dashboards and Visualization - Incident Alerting - Root Cause Analysis (RCA) - Trend Analysis - Data Visualization **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 - Activity Dashboard **Agentic AI - Database Monitoring** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making - Third-Party Integrations - Capacity Planning **Additional Functionality** - Resource Management - Anomaly Detection - Visual Analytics - Remote Monitoring & Management - Secure Data Storage - Dashboard - Generative AI - Configuration Management - API - User Management - Capacity Management - Diagnostic Tools - Dependency Tracking - Troubleshooting - Reporting & Statistics - Reporting/Analytics - Predictive Analytics - Audit Management - Real-Time Notifications - Application Management - Data Storage Management - Application-Level Analysis - Multitenancy - Query Analysis - Performance Management - Access Controls/Permissions - Compliance Management - Historical Trend Analysis - Alerts/Notifications - Summary Reports - AI Copilot - Event Logs - Dashboard Creation - Automated Discovery - Prioritization - Issue Tracking - Activity Dashboard - Performance Metrics - Resource Optimization - Real-Time Analytics - Status Tracking **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 - Assignment Management - Prioritization **Agentic AI - Application Performance Monitoring (APM)** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning - Proactive Assistance - Decision Making - Third-Party Integrations **Agentic AI - Enterprise Monitoring** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Additional Functionality** - API - Audit Trail - Drag & Drop - Projections - Charting - Ticket Management - Monitoring - Status Tracking - Progress Tracking - Workflow Management - Project Time Tracking - Issue Tracking - Configurable Workflow - Collaboration Tools - Agile Methodologies - Customizable Fields - Backlog Management - Real-Time Updates - Single Sign On - Generative AI - Task Scheduling - Activity Tracking - Activity Dashboard - Task Management - Project Management - Project Planning - Feedback Management - Code Repository Integration - Reporting & Statistics - Email Management - Knowledge Base Management - Multiple Projects - Tagging - AI Copilot - File Management - Issue Management - Task Planning - Data Visualization - Bug/Issue Capture - Bug Tracking - Alerts/Notifications - Commenting/Notes - @mentions - Third-Party Integrations - Customizable Templates - Task Progress Tracking - Real-Time Notifications - Access Controls/Permissions **Analysis** - Search - Reporting - Visualization - Track trends **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Scalability & Ecosystem Integration - Observability** - Kubernetes Monitoring - Hybrid/Multi-Cloud Support - Real-Time Monitoring - Network Monitoring - Container Monitoring - Activity Monitoring **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 - Third-Party Integrations - Capacity Planning **Additional Functionality** - Authentication - Secure Data Storage - Role-Based Permissions - AI Copilot - Automatic Backup - Reporting/Analytics - Event Logs - Maintenance Scheduling - Trend Analysis - Secure Login - Drag & Drop - Access Controls/Permissions - Dashboard Creation - SSL Security - HIPAA Compliant - Real-Time Updates - Scheduling - API - Tagging - Data Migration - Self Service Portal - Disaster Recovery - Purchasing & Receiving - Activity Tracking - Automated Scheduling - Reporting & Statistics - Diagnostic Tools - Status Tracking - Customizable Reports - Alerts/Escalation - Visual Analytics - Event Tracking - Baseline Manager **Issue Resolution** - Root cause identification - Resolution guidance - Proactive identification **AI Features - Observability** - Predictive Insights - Generative AI - 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 **Additional Functionality** - Root Cause Analysis - AI Copilot - Application Security - Reporting/Analytics - Data Aggregation - Incident Management - Alerts/Notifications **Additional Functionality** - Vulnerability Management - Load Balancing - Asset Discovery - AI Copilot - Real-Time Data - Incident Reporting - Real-Time Analytics - Threat Response - Threat Intelligence - Performance Metrics - Alerts/Notifications - Compliance Management - Workflow Management - Configuration Management - Issue Tracking - Reporting & Statistics - Log Management - Troubleshooting - Incident Management - Root Cause Analysis - Prioritization - Key Performance Indicators **Performance** - Real User Monitoring (RUM) - Performance Metrics **Functionality** - Database Monitoring - Dynamic Transaction Mapping - Load Balancing - Cloud Observability - Server Monitoring **Additional Functionality** - Real-Time Data - Email Alerts - Bottleneck Identification - API - Uptime Reporting - Resource Management - Dashboard Creation - Data Import/Export - Baseline Manager - Issue Tracking - Drag & Drop - Reporting/Analytics - Alerts/Notifications - Prioritization - Collaboration Tools - Real-Time Reporting - Application Management - SSL Security - Incident Management - Access Controls/Permissions - Status Tracking - Audit Management - Customizable Reports - Diagnostic Tools - Single Sign On - Workflow Management - AI Copilot - Activity Tracking - Event Logs ## Top OpsPilot Alternatives - [Dynatrace](https://www.g2.com/products/dynatrace/reviews) - 4.5/5.0 (1,238 reviews) - [Datadog](https://www.g2.com/products/datadog/reviews) - 4.4/5.0 (715 reviews) - [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) - 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