Honeycomb vs Lumigo
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Honeycomb offers more features (36 vs 18) and fewer integrations (4 vs 10). Starting price: Honeycomb at $130/mo vs Lumigo at $119/mo. Honeycomb has 35 unique features while Lumigo has 17 unique features, with 1 features in common.
| Honeycomb | Lumigo | |
|---|---|---|
| Category | Observability & Monitoring | Observability & Monitoring |
| Total Features | 36 | 18 |
| AI-Powered Features | 7 | 6 |
| Starting Price | $130/mo | $119/mo |
| Pricing Tiers | 3 | 4 |
| Integrations | 4 | 10 |
| Shared Features | 1 | |
| Shared Integrations | 0 | |
| Data Quality | 80% | 75% |
Feature Comparison by Category
AI (0 vs 4)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| AI Agent Observability | ||
| AI-Powered Root Cause Analysis | ||
| Agent Workflow Visibility | ||
| Lumigo Copilot |
AI & LLMs (4 vs 0)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| Canvas | ||
| Honeycomb Intelligence | ||
| Honeycomb MCP Server | ||
| LLM Observability |
API (2 vs 0)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| Query Data API | ||
| SLO Reporting API |
Alerting (1 vs 1)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| AI Alerts | ||
| Triggers |
Analysis (2 vs 0)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| Anomaly Detection | ||
| BubbleUp |
Analytics (0 vs 1)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| Cost and Performance Analysis |
Collaboration (1 vs 0)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| Query Result Permalinks |
Container Monitoring (0 vs 1)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| Kubernetes Observability |
Core Observability (3 vs 0)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| Custom Metrics | ||
| Distributed Tracing | ||
| Log Analytics |
Data Management (3 vs 0)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| Refinery | ||
| Telemetry Pipelines | ||
| Unlimited Custom Fields |
Deployment (1 vs 1)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| Honeycomb Private Cloud | ||
| Instant Tracing Deployment |
Frontend (1 vs 0)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| Frontend Observability |
Infrastructure (1 vs 0)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| Columnar Data Store |
Integration (1 vs 0)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| OpenTelemetry Support |
Logs (0 vs 3)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| Centralized Log Management | ||
| Contextualized Logs | ||
| Log Management |
Metrics (0 vs 1)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| Unified Metrics |
Monitoring (0 vs 1)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| Full-Stack Monitoring |
Performance (3 vs 1)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| Data Available in 90 Seconds | ||
| Sub-10 Second Queries | ||
| Subsecond Query Speeds | ||
| Token Usage Tracking |
Professional Services (1 vs 0)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| Installation and Enablement Services |
Query & Analysis (3 vs 0)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| Query Assistant | ||
| Query Builder | ||
| Query History |
SLO Management (1 vs 0)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| SLOs |
Security (3 vs 0)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| AWS PrivateLink | ||
| Activity Logs | ||
| Single-Sign On (SSO) |
Serverless (0 vs 1)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| Serverless Monitoring |
Support (2 vs 0)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| Enterprise Support | ||
| Honeycomb Support |
Tracing (0 vs 3)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| Distributed Tracing | ||
| Payload Capture | ||
| Smart Tracing |
User Management (1 vs 0)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| Unlimited Users |
Visualization (2 vs 0)
| Feature | Honeycomb | Lumigo |
|---|---|---|
| Dynamic Visualizations | ||
| Service Map |
Unique Features
Only in Honeycomb (35)
Canvas
Honeycomb Intelligence
Honeycomb MCP Server
LLM Observability
Triggers
Anomaly Detection
BubbleUp
Query Data API
SLO Reporting API
Query Result Permalinks
Custom Metrics
Log Analytics
Refinery
Telemetry Pipelines
Unlimited Custom Fields
Honeycomb Private Cloud
Frontend Observability
Columnar Data Store
OpenTelemetry Support
Data Available in 90 Seconds
+ 15 more unique features
Only in Lumigo (17)
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
Payload Capture
Smart Tracing
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