Cortex XCOR vs. Grafana Cloud Comparison


Cortex XCOR Palo Alto Networks	Grafana Cloud Grafana Labs	+	+
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About Palo Alto Networks Cortex XCOR is an AI-driven observability platform designed to help organizations monitor application performance, infrastructure health, and digital user experiences. The platform combines real-time telemetry analysis, automated incident investigation, and conversational AI to identify performance issues and accelerate troubleshooting. Its XCOR Operator allows engineers to investigate incidents, query telemetry, and create dashboards using natural language instructions. AI Investigations correlates logs, metrics, traces, and system dependencies to identify probable root causes of operational problems. Cortex XCOR also provides real user monitoring, application performance monitoring, infrastructure observability, and automated telemetry optimization. The platform supports OpenTelemetry standards, scalable data processing, and configurable consumption budgets to help organizations maintain system reliability while controlling observability costs.		About Grafana Labs delivers the leading AI-powered observability platform, built around Grafana—the world’s most widely adopted open source technology for dashboards and visualization. Recognized as a Leader in the 2026 Gartner® Magic Quadrant™ for Observability Platforms (3x) and furthest in Completeness of Vision (2025, 2026), Grafana Labs supports more than 25 million users and thousands of organizations, from startups to the Fortune 500. Grafana Cloud is the open observability cloud, built on open source, open standards, and open ecosystems. Powered by the LGTM stack—Grafana (visualization), Mimir (metrics), Loki (logs) & Tempo (traces)—it unifies telemetry in one platform for full-stack visibility across applications, infrastructure, and digital experiences. With the AI-powered Grafana Assistant and Adaptive Telemetry suite, teams detect and resolve issues faster, reduce wasteful telemetry spend, and gain real-time insights to ensure reliability. Native OTel support and 100s of integrations mean you can plug in existing tools & data sources.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported		Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Site reliability engineers, DevOps teams, platform engineers, cloud infrastructure teams, application developers, IT operations professionals, and enterprises seeking AI-powered observability, application performance monitoring, automated root cause analysis, infrastructure monitoring, and telemetry cost optimization		Audience Engineering teams, SREs, developers, and platform architects who need scalable, AI-powered observability across modern applications, infrastructure, and cloud-native environments.
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported		Support Phone Support Supported 24/7 Live Support Supported Online Supported
API Offers API Not Supported		API Offers API Supported
Screenshots and Videos View more images or videos		Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported		Pricing $0 Forever Free Tier: All Grafana Cloud services, up to 10k metrics, 50GB logs, traces & profiles; 14-day retention; 3 active users Pro: from $19/month + usage Enterprise: from $25K/year Free Version Supported Free Trial Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software		Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews
		Pros from Real Users Pros Grafana is a trusted tool for a reason, and as such I've used it every company I have worked for. The tool makes creating new dashboards a breeze. And with their new AI tool, you can update and create dashboards with confidence. When our network dashboard broke due to a plugin deprecating, the AI tool was able to recommend a new plugin, build the dashboard, and configure it based on SNMP logs it read from our central log store. It even recommended things to configure alerts on and added more metrics for us to track.
Training Documentation Not Supported Webinars Not Supported Live Online Supported In Person Not Supported		Training Documentation Supported Webinars Supported Live Online Supported In Person Supported
Company Information Palo Alto Networks Founded: 2005 United States www.paloaltonetworks.com/cortex/xcor		Company Information Grafana Labs Founded: 2014 United States grafana.com
Alternatives Edge Delta		Alternatives New Relic
VirtualMetric		Google Cloud Monitoring Google
Dash0		groundcover
NeuBird		Dash0
Datadog View All		Datadog View All
Categories Agentic DevOps Supported AI Observability Supported AI SRE Agents Supported Cloud Monitoring Supported Incident Management Supported IT Infrastructure Monitoring Supported Observability Supported Telemetry Supported		Categories AI Agent Observability Supported AI Observability Supported Application Performance Monitoring (APM) Supported Container Monitoring Supported Dashboard Supported Data Visualization Supported Database Monitoring Supported Incident Management Supported Incident Response Supported IT Alerting Supported IT Infrastructure Monitoring Supported Log Monitoring Supported Observability Supported Performance Testing Supported Reporting Supported Telemetry Supported
		IT Infrastructure Monitoring Features Alerts / Notifications Supported Application Monitoring Supported Bandwidth Monitoring Supported Capacity Planning Supported Configuration Change Management Supported Data Movement Monitoring Supported Health Monitoring Supported Multi-Platform Support Supported Performance Monitoring Supported Point-in-Time Visibility Supported Reporting / Analytics Supported Virtual Machine Monitoring Supported Incident Management Features Audit Trail Supported Corrective Actions (CAPA) Supported Disaster Recovery Supported Incident Reporting Supported IT Incident Management Supported OSHA Compliance Not Supported Root-Cause Diagnosis Supported Safety Management Not Supported Task Management Supported Ticket Management Supported Show More Features Application Performance Monitoring (APM) Features Baseline Manager Supported Diagnostic Tools Supported Full Transaction Diagnostics Supported Performance Control Supported Resource Management Supported Root-Cause Diagnosis Supported Server Performance Supported Trace Individual Transactions Supported Dashboard Features Annotations Supported Data Source Integrations Supported Functions / Calculations Supported Interactive Supported KPIs Supported OLAP Supported Private Dashboards Supported Public Dashboards Supported Scorecards Supported Themes Supported Visual Analytics Supported Widgets Supported Data Visualization Features Analytics Supported Content Management Supported Dashboard Creation Supported Filtered Views Supported OLAP Supported Relational Display Supported Simulation Models Supported Visual Discovery Supported Database Monitoring Features Anomaly Detection Supported Autodiscovery Supported Capacity Planning Supported Dashboard Supported Dependency Tracking Not Supported Historical Trend Analysis Supported Multitenancy Supported Notifications / Alerts Supported Performance Monitoring Supported Permissions / Access Controls Supported Predictive Analytics Supported Prioritization Not Supported Query Analysis Supported Resource Optimization Supported Troubleshooting Supported IT Alerting Features Alert Noise Reduction Supported Alert Routing Supported Dynamic Notifications Supported Enriched Incident Context Supported Escalation Policies Supported Incident History Audit Supported Multi-User Alerting Supported Multiple Alert Types Supported On-Call Management Supported Rich HTML Email Notifications Supported Reporting Features Customizable Dashboard Supported Data Source Connectors Supported Drag & Drop Supported Drill Down Supported Email Reports Supported Financial Reports Not Supported Forecasting Supported Marketing Reports Not Supported OLAP Supported Report Export Supported Sales Reports Not Supported Scheduled / Automated Reports Supported
Integrations Shoreline Supported Azure Marketplace Not Supported CloudZero Not Supported Dash0 Not Supported Dokku Not Supported Edge Delta Not Supported Gatling Not Supported HPE OneView Not Supported Kamatera Not Supported MachineMetrics Not Supported NVIDIA Cloud Functions Not Supported NetWatch.ai Not Supported NeuBird Not Supported Oracle Big Data Discovery Not Supported SIGNL4 Not Supported StarOps Not Supported TierZero Supported Workers by Delos Not Supported gopaddle Not Supported root9 Not Supported Show More Integrations View All 8 Integrations		Integrations Shoreline Supported Azure Marketplace Supported CloudZero Supported Dash0 Supported Dokku Supported Edge Delta Supported Gatling Supported HPE OneView Supported Kamatera Supported MachineMetrics Supported NVIDIA Cloud Functions Supported NetWatch.ai Supported NeuBird Supported Oracle Big Data Discovery Supported SIGNL4 Supported StarOps Supported TierZero Not Supported Workers by Delos Supported gopaddle Supported root9 Supported Show More Integrations View All 202 Integrations
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