Datadog vs Sumo Logic
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Datadog offers fewer features (43 vs 73) and more integrations (28 vs 11). Starting price: Datadog at $15/mo vs Sumo Logic at Free. Datadog has 42 unique features while Sumo Logic has 72 unique features, with 1 features in common.
| Datadog | Sumo Logic | |
|---|---|---|
| Category | Observability & Monitoring | Observability & Monitoring |
| Total Features | 43 | 73 |
| AI-Powered Features | 12 | 22 |
| Starting Price | $15/mo | Free |
| Pricing Tiers | 3 | 2 |
| Integrations | 28 | 11 |
| Shared Features | 1 | |
| Shared Integrations | 7 | |
| Data Quality | 72% | 95% |
Feature Comparison by Category
AI (0 vs 12)
| Feature | Datadog | Sumo Logic |
|---|---|---|
| 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 |
APM (6 vs 0)
| Feature | Datadog | Sumo Logic |
|---|---|---|
| Application Performance Monitoring | ||
| Continuous Profiler | ||
| Dynamic Instrumentation | ||
| Error Tracking | ||
| Flame Graphs | ||
| Profiling |
Administration (0 vs 2)
| Feature | Datadog | Sumo Logic |
|---|---|---|
| Ingest Budgets | ||
| Scheduled Alert Muting |
Alerting (1 vs 0)
| Feature | Datadog | Sumo Logic |
|---|---|---|
| Alerting |
Analytics (3 vs 15)
| Feature | Datadog | Sumo Logic |
|---|---|---|
| Advanced Span Analytics | ||
| Alert Response | ||
| Automated Log-level Detection | ||
| Correlations | ||
| Entity Normalization | ||
| Entity Relationship Graph | ||
| Entity Timeline | ||
| Forecasting | ||
| Geo IP Lookups | ||
| Insight Rules Engine | ||
| Insight Trainer | ||
| Log Search and Visualizations | ||
| LogReduce, LogCompare, and LogExplain | ||
| Lookup Tables | ||
| Metrics Predict Operators |
Automation (1 vs 4)
| Feature | Datadog | Sumo Logic |
|---|---|---|
| Automated Playbooks | ||
| Automated Remediation | ||
| Automation Service | ||
| Playbooks | ||
| Workflow Automation |
Collaboration (1 vs 0)
| Feature | Datadog | Sumo Logic |
|---|---|---|
| Notebooks |
Compliance (0 vs 3)
| Feature | Datadog | Sumo Logic |
|---|---|---|
| Compliance and Audit Logging | ||
| PCI Compliance | ||
| PCI Compliance Apps and Dashboards |
Cost Management (3 vs 0)
| Feature | Datadog | Sumo Logic |
|---|---|---|
| Cloud Cost Management | ||
| Metric Estimation | ||
| Smart Retention |
DevOps (3 vs 0)
| Feature | Datadog | Sumo Logic |
|---|---|---|
| CI/CD Visibility | ||
| Service Catalog | ||
| Test Visibility |
Incident Management (1 vs 0)
| Feature | Datadog | Sumo Logic |
|---|---|---|
| Incident Management |
Integration (0 vs 6)
| Feature | Datadog | Sumo Logic |
|---|---|---|
| Alerting Integrations | ||
| Log Search API | ||
| Management APIs | ||
| OTel Data Onboarding | ||
| OTel for K8s Logs and Events | ||
| Sumo Logic Apps |
Logging (2 vs 0)
| Feature | Datadog | Sumo Logic |
|---|---|---|
| Log Management | ||
| Log Rehydration |
Monitoring (15 vs 5)
| Feature | Datadog | Sumo Logic |
|---|---|---|
| API Management | ||
| AWS CloudTrail and Amazon GuardDuty Threat Benchmarking | ||
| Cloud Log Management | ||
| Container Monitoring | ||
| Database Monitoring | ||
| Dependency Mapping | ||
| Event Management | ||
| Impact Analysis | ||
| Infrastructure Monitoring | ||
| Live Tail for Streaming Logs | ||
| Mobile Monitoring | ||
| Monitoring and Troubleshooting | ||
| Network Monitoring | ||
| Real User Monitoring | ||
| Service Level Objectives |
Observability (0 vs 8)
| Feature | Datadog | 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 | Datadog | Sumo Logic |
|---|---|---|
| Flex Licensing |
Reporting (0 vs 3)
| Feature | Datadog | Sumo Logic |
|---|---|---|
| Customizable Dashboards | ||
| Enterprise Audit and Logging Dashboards | ||
| Historical and Live Streaming Dashboards |
Security (5 vs 14)
| Feature | Datadog | Sumo Logic |
|---|---|---|
| Application Security Monitoring | ||
| Audit Trail | ||
| Case Manager | ||
| Cloud SIEM | ||
| Cloud SOAR | ||
| Cloud Security Monitoring | ||
| Cloud Security Posture Monitoring | ||
| CrowdStrike Threat Intelligence | ||
| Logs for Security | ||
| MITRE ATT&CK Coverage Explorer | ||
| On-Demand Scanning | ||
| Premium Threat Intelligence | ||
| Risk Assessment | ||
| Security Data Lake | ||
| Sensitive Data Scanner |
Visualization (2 vs 0)
| Feature | Datadog | Sumo Logic |
|---|---|---|
| Dashboards | ||
| Topology View |
Unique Features
Only in Datadog (42)
Alerting
Correlations
Forecasting
Watchdog
Application Performance Monitoring
Continuous Profiler
Dynamic Instrumentation
Error Tracking
Flame Graphs
Profiling
Workflow Automation
Notebooks
Cloud Cost Management
Metric Estimation
Smart Retention
CI/CD Visibility
Service Catalog
Test Visibility
Incident Management
Log Management
+ 22 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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