Lumigo vs Zipkin
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Lumigo offers fewer features (18 vs 20) and more integrations (10 vs 6). Starting price: Lumigo at $119/mo vs Zipkin at Contact Sales. Lumigo has 18 unique features while Zipkin has 20 unique features, with 0 features in common.
| Lumigo | Zipkin | |
|---|---|---|
| Category | Observability & Monitoring | Observability & Monitoring |
| Total Features | 18 | 20 |
| AI-Powered Features | 6 | 0 |
| Starting Price | $119/mo | Contact Sales |
| Pricing Tiers | 4 | 0 |
| Integrations | 10 | 6 |
| Shared Features | 0 | |
| Shared Integrations | 0 | |
| Data Quality | 75% | 50% |
Feature Comparison by Category
AI (4 vs 0)
| Feature | Lumigo | Zipkin |
|---|---|---|
| AI Agent Observability | ||
| AI-Powered Root Cause Analysis | ||
| Agent Workflow Visibility | ||
| Lumigo Copilot |
Alerting (1 vs 0)
| Feature | Lumigo | Zipkin |
|---|---|---|
| AI Alerts |
Analytics (1 vs 3)
| Feature | Lumigo | Zipkin |
|---|---|---|
| Aggregate Behavior Analysis | ||
| Cost and Performance Analysis | ||
| Error Detection | ||
| Service Time Analysis |
Container Monitoring (1 vs 0)
| Feature | Lumigo | Zipkin |
|---|---|---|
| Kubernetes Observability |
Core Functionality (0 vs 2)
| Feature | Lumigo | Zipkin |
|---|---|---|
| Trace Data Collection | ||
| Trace Lookup |
Data Collection (0 vs 5)
| Feature | Lumigo | Zipkin |
|---|---|---|
| Apache ActiveMQ Data Reporting | ||
| HTTP Data Reporting | ||
| Kafka Data Reporting | ||
| RabbitMQ Data Reporting | ||
| gRPC Data Reporting |
Deployment (1 vs 0)
| Feature | Lumigo | Zipkin |
|---|---|---|
| Instant Tracing Deployment |
Integration (0 vs 1)
| Feature | Lumigo | Zipkin |
|---|---|---|
| Tracer Configuration |
Logs (3 vs 0)
| Feature | Lumigo | Zipkin |
|---|---|---|
| Centralized Log Management | ||
| Contextualized Logs | ||
| Log Management |
Metrics (1 vs 0)
| Feature | Lumigo | Zipkin |
|---|---|---|
| Unified Metrics |
Monitoring (1 vs 0)
| Feature | Lumigo | Zipkin |
|---|---|---|
| Full-Stack Monitoring |
Performance (1 vs 0)
| Feature | Lumigo | Zipkin |
|---|---|---|
| Token Usage Tracking |
Search and Filtering (0 vs 4)
| Feature | Lumigo | Zipkin |
|---|---|---|
| Query by Duration | ||
| Query by Operation Name | ||
| Query by Service | ||
| Query by Tags |
Serverless (1 vs 0)
| Feature | Lumigo | Zipkin |
|---|---|---|
| Serverless Monitoring |
Storage (0 vs 3)
| Feature | Lumigo | Zipkin |
|---|---|---|
| Apache Cassandra Backend | ||
| Elasticsearch Backend | ||
| In-Memory Storage |
Tracing (3 vs 0)
| Feature | Lumigo | Zipkin |
|---|---|---|
| Distributed Tracing | ||
| Payload Capture | ||
| Smart Tracing |
Visualization (0 vs 2)
| Feature | Lumigo | Zipkin |
|---|---|---|
| Dependency Diagram | ||
| Web UI |
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
Only in Zipkin (20)
Aggregate Behavior Analysis
Error Detection
Service Time Analysis
Trace Data Collection
Trace Lookup
Apache ActiveMQ Data Reporting
gRPC Data Reporting
HTTP Data Reporting
Kafka Data Reporting
RabbitMQ Data Reporting
Tracer Configuration
Query by Duration
Query by Operation Name
Query by Service
Query by Tags
Apache Cassandra Backend
Elasticsearch Backend
In-Memory Storage
Dependency Diagram
Web UI
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