Grafana vs Lumigo
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Grafana offers more features (36 vs 18) and more integrations (25 vs 10). Starting price: Grafana at $19/mo vs Lumigo at $119/mo. Grafana has 36 unique features while Lumigo has 18 unique features, with 0 features in common.
| Grafana | Lumigo | |
|---|---|---|
| Category | Observability & Monitoring | Observability & Monitoring |
| Total Features | 36 | 18 |
| AI-Powered Features | 4 | 6 |
| Starting Price | $19/mo | $119/mo |
| Pricing Tiers | 3 | 4 |
| Integrations | 25 | 10 |
| Shared Features | 0 | |
| Shared Integrations | 3 | |
| Data Quality | 90% | 75% |
Feature Comparison by Category
AI (4 vs 4)
| Feature | Grafana | Lumigo |
|---|---|---|
| AI Agent Observability | ||
| AI-Powered Root Cause Analysis | ||
| AI/ML Insights | ||
| Agent Workflow Visibility | ||
| Automated Anomaly Correlation | ||
| Contextual Root Cause Analysis | ||
| Grafana Assistant | ||
| Lumigo Copilot |
Alerting (1 vs 1)
| Feature | Grafana | Lumigo |
|---|---|---|
| AI Alerts | ||
| Alerting |
Analytics (0 vs 1)
| Feature | Grafana | Lumigo |
|---|---|---|
| Cost and Performance Analysis |
Application Monitoring (1 vs 0)
| Feature | Grafana | Lumigo |
|---|---|---|
| Application Observability |
Automation (1 vs 0)
| Feature | Grafana | Lumigo |
|---|---|---|
| Configuration as Code |
Container Monitoring (0 vs 1)
| Feature | Grafana | Lumigo |
|---|---|---|
| Kubernetes Observability |
Cost Optimization (3 vs 0)
| Feature | Grafana | Lumigo |
|---|---|---|
| Adaptive Logs | ||
| Adaptive Metrics | ||
| Cost Management |
Data Collection (1 vs 0)
| Feature | Grafana | Lumigo |
|---|---|---|
| Grafana Alloy |
Deployment (0 vs 1)
| Feature | Grafana | Lumigo |
|---|---|---|
| Instant Tracing Deployment |
Frontend Monitoring (2 vs 0)
| Feature | Grafana | Lumigo |
|---|---|---|
| Frontend Observability | ||
| Grafana Faro |
Incident Management (2 vs 0)
| Feature | Grafana | Lumigo |
|---|---|---|
| Incident Response Management | ||
| On-call Management |
Infrastructure Monitoring (2 vs 0)
| Feature | Grafana | Lumigo |
|---|---|---|
| Infrastructure Observability | ||
| Kubernetes Monitoring |
Instrumentation (1 vs 0)
| Feature | Grafana | Lumigo |
|---|---|---|
| Grafana Beyla |
Integration (5 vs 0)
| Feature | Grafana | Lumigo |
|---|---|---|
| Data Source Plugins | ||
| OpenTelemetry Support | ||
| Plugins | ||
| Prometheus Exporters | ||
| Prometheus Integration |
Logging (1 vs 0)
| Feature | Grafana | Lumigo |
|---|---|---|
| Grafana Loki |
Logs (0 vs 3)
| Feature | Grafana | Lumigo |
|---|---|---|
| Centralized Log Management | ||
| Contextualized Logs | ||
| Log Management |
Metrics (1 vs 1)
| Feature | Grafana | Lumigo |
|---|---|---|
| Grafana Mimir | ||
| Unified Metrics |
Monitoring (1 vs 1)
| Feature | Grafana | Lumigo |
|---|---|---|
| Full-Stack Monitoring | ||
| SLO Management |
Performance (0 vs 1)
| Feature | Grafana | Lumigo |
|---|---|---|
| Token Usage Tracking |
Profiling (1 vs 0)
| Feature | Grafana | Lumigo |
|---|---|---|
| Grafana Pyroscope |
Querying (1 vs 0)
| Feature | Grafana | Lumigo |
|---|---|---|
| PromQL and Graphite Queries |
Security (1 vs 0)
| Feature | Grafana | Lumigo |
|---|---|---|
| Security and Governance |
Serverless (0 vs 1)
| Feature | Grafana | Lumigo |
|---|---|---|
| Serverless Monitoring |
Templates (2 vs 0)
| Feature | Grafana | Lumigo |
|---|---|---|
| Dashboard Templates | ||
| Pre-built Solutions |
Testing (3 vs 0)
| Feature | Grafana | Lumigo |
|---|---|---|
| Grafana k6 | ||
| Performance Testing | ||
| Synthetic Monitoring |
Tracing (1 vs 3)
| Feature | Grafana | Lumigo |
|---|---|---|
| Distributed Tracing | ||
| Grafana Tempo | ||
| Payload Capture | ||
| Smart Tracing |
Visualization (1 vs 0)
| Feature | Grafana | Lumigo |
|---|---|---|
| Dashboard Creation and Visualization |
Unique Features
Only in Grafana (36)
AI/ML Insights
Automated Anomaly Correlation
Contextual Root Cause Analysis
Grafana Assistant
Alerting
Application Observability
Configuration as Code
Adaptive Logs
Adaptive Metrics
Cost Management
Grafana Alloy
Frontend Observability
Grafana Faro
Incident Response Management
On-call Management
Infrastructure Observability
Kubernetes Monitoring
Grafana Beyla
Data Source Plugins
OpenTelemetry Support
+ 16 more unique features
Only in Lumigo (18)
Agent Workflow Visibility
AI Agent Observability
AI-Powered Root Cause Analysis
Lumigo Copilot
AI Alerts
Cost and Performance Analysis
Kubernetes Observability
Instant Tracing Deployment
Centralized Log Management
Contextualized Logs
Log Management
Unified Metrics
Full-Stack Monitoring
Token Usage Tracking
Serverless Monitoring
Distributed Tracing
Payload Capture
Smart Tracing
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