Honeycomb vs Zipkin
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Honeycomb offers more features (36 vs 20) and fewer integrations (4 vs 6). Starting price: Honeycomb at $130/mo vs Zipkin at Contact Sales. Honeycomb has 36 unique features while Zipkin has 20 unique features, with 0 features in common.
| Honeycomb | Zipkin | |
|---|---|---|
| Category | Observability & Monitoring | Observability & Monitoring |
| Total Features | 36 | 20 |
| AI-Powered Features | 7 | 0 |
| Starting Price | $130/mo | Contact Sales |
| Pricing Tiers | 3 | 0 |
| Integrations | 4 | 6 |
| Shared Features | 0 | |
| Shared Integrations | 0 | |
| Data Quality | 80% | 50% |
Feature Comparison by Category
AI & LLMs (4 vs 0)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| Canvas | ||
| Honeycomb Intelligence | ||
| Honeycomb MCP Server | ||
| LLM Observability |
API (2 vs 0)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| Query Data API | ||
| SLO Reporting API |
Alerting (1 vs 0)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| Triggers |
Analysis (2 vs 0)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| Anomaly Detection | ||
| BubbleUp |
Analytics (0 vs 3)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| Aggregate Behavior Analysis | ||
| Error Detection | ||
| Service Time Analysis |
Collaboration (1 vs 0)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| Query Result Permalinks |
Core Functionality (0 vs 2)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| Trace Data Collection | ||
| Trace Lookup |
Core Observability (3 vs 0)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| Custom Metrics | ||
| Distributed Tracing | ||
| Log Analytics |
Data Collection (0 vs 5)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| Apache ActiveMQ Data Reporting | ||
| HTTP Data Reporting | ||
| Kafka Data Reporting | ||
| RabbitMQ Data Reporting | ||
| gRPC Data Reporting |
Data Management (3 vs 0)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| Refinery | ||
| Telemetry Pipelines | ||
| Unlimited Custom Fields |
Deployment (1 vs 0)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| Honeycomb Private Cloud |
Frontend (1 vs 0)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| Frontend Observability |
Infrastructure (1 vs 0)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| Columnar Data Store |
Integration (1 vs 1)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| OpenTelemetry Support | ||
| Tracer Configuration |
Performance (3 vs 0)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| Data Available in 90 Seconds | ||
| Sub-10 Second Queries | ||
| Subsecond Query Speeds |
Professional Services (1 vs 0)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| Installation and Enablement Services |
Query & Analysis (3 vs 0)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| Query Assistant | ||
| Query Builder | ||
| Query History |
SLO Management (1 vs 0)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| SLOs |
Search and Filtering (0 vs 4)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| Query by Duration | ||
| Query by Operation Name | ||
| Query by Service | ||
| Query by Tags |
Security (3 vs 0)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| AWS PrivateLink | ||
| Activity Logs | ||
| Single-Sign On (SSO) |
Storage (0 vs 3)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| Apache Cassandra Backend | ||
| Elasticsearch Backend | ||
| In-Memory Storage |
Support (2 vs 0)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| Enterprise Support | ||
| Honeycomb Support |
User Management (1 vs 0)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| Unlimited Users |
Visualization (2 vs 2)
| Feature | Honeycomb | Zipkin |
|---|---|---|
| Dependency Diagram | ||
| Dynamic Visualizations | ||
| Service Map | ||
| Web UI |
Unique Features
Only in Honeycomb (36)
Canvas
Honeycomb Intelligence
Honeycomb MCP Server
LLM Observability
Triggers
Anomaly Detection
BubbleUp
Query Data API
SLO Reporting API
Query Result Permalinks
Custom Metrics
Distributed Tracing
Log Analytics
Refinery
Telemetry Pipelines
Unlimited Custom Fields
Honeycomb Private Cloud
Frontend Observability
Columnar Data Store
OpenTelemetry Support
+ 16 more unique features
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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