Honeycomb vs Zipkin
On the evidence we track, Honeycomb leads this comparison with a composite score of 59/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.
Capabilities
Feature-by-feature on the axes that matter for distributed tracing tools. “-” means undocumented, not absent.
What each one is
The product in its own terms, so the numbers below have context.
Honeycomb
LeaderCentralized platform for storing and querying observability data from production systems and AI applications, designed to help teams rapidly troubleshoot issues through integrated logs, metrics, and traces.
Zipkin
Zipkin captures detailed request tracking data from distributed systems, stores it using various backends, and provides a UI for searching traces by service, operation, and duration, along with visualization of service dependency diagrams.
Pricing
List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.
Honeycomb
LeaderFrom $150/month (Pro). Unlimited seats and queries. Free tier available.
- FreeFree
- Distributed Tracing
- 2 Triggers
- BubbleUp
- OpenTelemetry Support
- Team Query History
- +5 more
- ProStarting at $150/month, flexible event volume
- All Free features
- 100 Triggers
- 2 Service Level Objectives (SLOs)
- Single-Sign On (SSO)
- Honeycomb Support
- EnterpriseContact sales
- All Pro features
- 300+ Triggers
- 100+ Service Level Objectives (SLOs)
- Service Map
- Enterprise Support for Refinery
- +5 more
Platform & deployment
Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.
Integrations
What each product connects to. Counts come from the vendor's own integration directory where one exists.
Honeycomb
Leader- Anthropic Claude
- OpenTelemetry
- Google Analytics
- Slack
- Microsoft Teams
- AWS PrivateLink
- Jaeger
- Zipkin
- OTLP
- Cursor
- Claude Code
- Amazon Bedrock AgentCore
- MySQL
- Prometheus
- ServiceNow
- GitHub Actions Honeymarker
- AWS Secrets Manager
- AWS CloudFront
- AWS CloudWatch
- Amazon Timestream
- Tracetest
- Amazon Kinesis
- AWS CloudHSM
- Fluentd
- +2 more
Zipkin
- HTTP
- Kafka
- Apache ActiveMQ
- gRPC
- RabbitMQ
- Apache Pulsar
- Elasticsearch
- Apache Cassandra
- OpenSearch
- Brave
- Apache Kafka
Honeycomb or Zipkin: which one depends on you
A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.
Free to run, no account needed to start. How the evaluation works
Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.