Grafana vs Sumo Logic
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Grafana offers fewer features (36 vs 73) and more integrations (25 vs 11). Starting price: Grafana at $19/mo vs Sumo Logic at Free. Grafana has 35 unique features while Sumo Logic has 72 unique features, with 1 features in common.
| Grafana | Sumo Logic | |
|---|---|---|
| Category | Observability & Monitoring | Observability & Monitoring |
| Total Features | 36 | 73 |
| AI-Powered Features | 4 | 22 |
| Starting Price | $19/mo | Free |
| Pricing Tiers | 3 | 2 |
| Integrations | 25 | 11 |
| Shared Features | 1 | |
| Shared Integrations | 4 | |
| Data Quality | 90% | 95% |
Feature Comparison by Category
AI (4 vs 12)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| AI-driven Alerting | ||
| AI/ML Insights | ||
| Anomaly Detection | ||
| Automated Anomaly Correlation | ||
| Contextual Root Cause Analysis | ||
| Dojo AI | ||
| Global Intelligence Service Apps | ||
| Grafana Assistant | ||
| Insight Global Confidence Scores | ||
| Knowledge Agent | ||
| Mobot Conversational Interface | ||
| Progressive Automation | ||
| Query Agent | ||
| SOC Analyst Agent | ||
| Summary Agent |
Administration (0 vs 2)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| Ingest Budgets | ||
| Scheduled Alert Muting |
Alerting (1 vs 0)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| Alerting |
Analytics (0 vs 15)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| Advanced Span Analytics | ||
| Alert Response | ||
| Automated Log-level Detection | ||
| Entity Normalization | ||
| Entity Relationship Graph | ||
| Entity Timeline | ||
| Geo IP Lookups | ||
| Insight Rules Engine | ||
| Insight Trainer | ||
| Log Search and Visualizations | ||
| LogReduce, LogCompare, and LogExplain | ||
| Lookup Tables | ||
| Metrics Predict Operators | ||
| Predictive Analytics and Outlier Detection | ||
| Software Development Optimization |
Application Monitoring (1 vs 0)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| Application Observability |
Automation (1 vs 4)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| Automated Playbooks | ||
| Automated Remediation | ||
| Automation Service | ||
| Configuration as Code | ||
| Playbooks |
Compliance (0 vs 3)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| Compliance and Audit Logging | ||
| PCI Compliance | ||
| PCI Compliance Apps and Dashboards |
Cost Optimization (3 vs 0)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| Adaptive Logs | ||
| Adaptive Metrics | ||
| Cost Management |
Data Collection (1 vs 0)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| Grafana Alloy |
Frontend Monitoring (2 vs 0)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| Frontend Observability | ||
| Grafana Faro |
Incident Management (2 vs 0)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| Incident Response Management | ||
| On-call Management |
Infrastructure Monitoring (2 vs 0)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| Infrastructure Observability | ||
| Kubernetes Monitoring |
Instrumentation (1 vs 0)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| Grafana Beyla |
Integration (5 vs 6)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| Alerting Integrations | ||
| Data Source Plugins | ||
| Log Search API | ||
| Management APIs | ||
| OTel Data Onboarding | ||
| OTel for K8s Logs and Events | ||
| OpenTelemetry Support | ||
| Plugins | ||
| Prometheus Exporters | ||
| Prometheus Integration | ||
| Sumo Logic Apps |
Logging (1 vs 0)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| Grafana Loki |
Metrics (1 vs 0)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| Grafana Mimir |
Monitoring (1 vs 5)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| AWS CloudTrail and Amazon GuardDuty Threat Benchmarking | ||
| Cloud Log Management | ||
| Infrastructure Monitoring | ||
| Live Tail for Streaming Logs | ||
| Monitoring and Troubleshooting | ||
| SLO Management |
Observability (0 vs 8)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| APM and Distributed Tracing | ||
| Application Observability | ||
| Kubernetes Observability | ||
| Metrics-based SLOs | ||
| Multi-Cloud Observability | ||
| Real User Monitoring (RUM) | ||
| Reliability Management (SLIs/SLOs) | ||
| Service Maps |
Pricing (0 vs 1)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| Flex Licensing |
Profiling (1 vs 0)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| Grafana Pyroscope |
Querying (1 vs 0)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| PromQL and Graphite Queries |
Reporting (0 vs 3)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| Customizable Dashboards | ||
| Enterprise Audit and Logging Dashboards | ||
| Historical and Live Streaming Dashboards |
Security (1 vs 14)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| Case Manager | ||
| Cloud SIEM | ||
| Cloud SOAR | ||
| Cloud Security Posture Monitoring | ||
| CrowdStrike Threat Intelligence | ||
| Logs for Security | ||
| MITRE ATT&CK Coverage Explorer | ||
| Premium Threat Intelligence | ||
| Risk Assessment | ||
| Security Data Lake | ||
| Security and Governance | ||
| Single Sign-On with SAML | ||
| Threat Detection | ||
| UEBA Behavioral Models | ||
| War Room Configurations |
Templates (2 vs 0)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| Dashboard Templates | ||
| Pre-built Solutions |
Testing (3 vs 0)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| Grafana k6 | ||
| Performance Testing | ||
| Synthetic Monitoring |
Tracing (1 vs 0)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| Grafana Tempo |
Visualization (1 vs 0)
| Feature | Grafana | Sumo Logic |
|---|---|---|
| Dashboard Creation and Visualization |
Unique Features
Only in Grafana (35)
AI/ML Insights
Automated Anomaly Correlation
Contextual Root Cause Analysis
Grafana Assistant
Alerting
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
Plugins
+ 15 more unique features
Only in Sumo Logic (72)
Ingest Budgets
Scheduled Alert Muting
AI-driven Alerting
Anomaly Detection
Dojo AI
Global Intelligence Service Apps
Insight Global Confidence Scores
Knowledge Agent
Mobot Conversational Interface
Progressive Automation
Query Agent
SOC Analyst Agent
Summary Agent
Supervised Active Intelligence
Advanced Span Analytics
Alert Response
Automated Log-level Detection
Entity Normalization
Entity Relationship Graph
Entity Timeline
+ 52 more unique features
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