Comparison

Honeycomb vs Zipkin

On the evidence we track, Honeycomb leads this comparison with a composite score of 63/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Honeycomb full profile →Zipkin full profile →

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★Honeycomb63

Zipkin43

Attribute comparison across 2 tools
Attribute	HoneycombLeader	Zipkin
Vioscale score	63 / 100low · 49%updating	43 / 100low · 38%updating
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	freemium	open_source
Price levelpricing.price_level	low	free
Transparentpricing.transparent	✓	-
Integrations
Countintegrations.count	9	10
Security
Gdprsecurity.gdpr	✓	-
Scorecardsecurity.scorecard	-	4.2
Vulnerabilitiessecurity.vulnerabilities	-	Count: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=maven&package_name=io.zipkin.java%3Azipkin-autoconfigure-ui&per_page=100 · Last 12m: 0
Reliability
Status pagereliability.status_page	✓	✓
Adoption
Dependent reposadoption.dependent_repos	-	1,426
Github starsadoption.github_stars	-	17,453
Activity
Commits last 30dactivity.commits_last_30d	-	0
Release
Cadence daysrelease.cadence_days	-	15
Historyrelease.history	-	20 items
License
Spdxlicense.spdx	-	Apache-2.0
Language
Primarylanguage.primary	-	Java
Market
Availabilitymarket.availability	Available worldwide · HQ US	-

Score

Vioscale score

Honeycomb63 / 100low · 49%updating

Zipkin43 / 100low · 38%updating

Pricing

Free tier

Honeycomb✓

Zipkin✓

Model

Honeycombfreemium

Zipkinopen_source

Price level

Honeycomblow

Zipkinfree

Transparent

Honeycomb✓

Zipkin–

Integrations

Count

Honeycomb9

Zipkin10

Security

Gdpr

Honeycomb✓

Zipkin–

Scorecard

Honeycomb–

Zipkin4.2

Vulnerabilities

Honeycomb–

ZipkinCount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=maven&package_name=io.zipkin.java%3Azipkin-autoconfigure-ui&per_page=100 · Last 12m: 0

Reliability

Status page

Honeycomb✓

Zipkin✓

Adoption

Dependent repos

Honeycomb–

Zipkin1,426

Github stars

Honeycomb–

Zipkin17,453

Activity

Commits last 30d

Honeycomb–

Zipkin0

Release

Cadence days

Honeycomb–

Zipkin15

History

Honeycomb–

Zipkin20 items

License

Spdx

Honeycomb–

ZipkinApache-2.0

Language

Primary

Honeycomb–

ZipkinJava

Market

Availability

HoneycombAvailable worldwide · HQ US

Zipkin–

Capabilities

Feature-by-feature on the axes that matter for distributed tracing tools. “-” means undocumented, not absent.

Capability comparison for Distributed Tracing Tools
Capability	Honeycomb	Zipkin
Core
Trace role	Trace backend / store	Trace backend / store
Standards
OpenTelemetry support	OTel-native	-
Multi-protocol (Jaeger + Zipkin + OTLP)	✓	✓
Query
Trace search / filter by attributes	✓	✓
Service dependency graph	✓	✓
High-cardinality attribute exploration	✓	-
Sampling
Tail-based / dynamic sampling	✗	-
Instrumentation
Auto-instrumentation	-	Agent-based
Correlation
Correlate traces with metrics/logs	✓	-
Deployment
Hosting	Cloud + self-hosted	Self-hosted only
Architecture
Storage backend	-	In-memory, Apache Cassandra, Elasticsearch, OpenSearch

Core

Trace role

HoneycombTrace backend / store

ZipkinTrace backend / store

Standards

OpenTelemetry support

HoneycombOTel-native

Zipkin-

Multi-protocol (Jaeger + Zipkin + OTLP)

Honeycomb✓

Zipkin✓

Query

Trace search / filter by attributes

Honeycomb✓

Zipkin✓

Service dependency graph

Honeycomb✓

Zipkin✓

High-cardinality attribute exploration

Honeycomb✓

Zipkin-

Sampling

Tail-based / dynamic sampling

Honeycomb✗

Zipkin-

Instrumentation

Auto-instrumentation

Honeycomb-

ZipkinAgent-based

Correlation

Correlate traces with metrics/logs

Honeycomb✓

Zipkin-

Deployment

Hosting

HoneycombCloud + self-hosted

ZipkinSelf-hosted only

Architecture

Storage backend

Honeycomb-

ZipkinIn-memory, Apache Cassandra, Elasticsearch, OpenSearch

What each one is

The product in its own terms, so the numbers below have context.

Honeycomb

Leader

A cloud observability platform that enables engineering teams to trace distributed services, debug AI agent workflows, and investigate production issues across multiple services and LLM calls in real time. Includes metrics, alerting, SLOs, and AI-assisted debugging capabilities.

Independently observed

Zipkin

Collects timing and dependency data from instrumented applications to troubleshoot latency issues. Provides a web interface for querying traces by service, operation, tags, or duration, and displays how requests flow through the service architecture.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Honeycomb

Leader

from $0.10/moSubscriptionFree tier

From $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

as of 2026-08-14verify ↗

Zipkin

Open source

as of 2026-08-14verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platform and deployment support comparison
Supports	Honeycomb	Zipkin
WebPlatforms	✓	✓
macOSPlatforms	✗	✓
LinuxPlatforms	✗	✓
CLIPlatforms	✓	✗
Cloud / SaaSDeployment	✓	✗
Self-hostedDeployment	✓	✓
On-premiseDeployment	✓	✓
HybridDeployment	✓	✗

Platforms

Web

Honeycomb✓

Zipkin✓

macOS

Honeycomb✗

Zipkin✓

Linux

Honeycomb✗

Zipkin✓

CLI

Honeycomb✓

Zipkin✗

Deployment

Cloud / SaaS

Honeycomb✓

Zipkin✗

Self-hosted

Honeycomb✓

Zipkin✓

On-premise

Honeycomb✓

Zipkin✓

Hybrid

Honeycomb✓

Zipkin✗

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

Honeycomb

Leader

9 total

Anthropic Claude
OpenTelemetry
Google Analytics
Slack
Microsoft Teams
AWS PrivateLink
Jaeger
Zipkin
OTLP

Independently observed

Zipkin

10 total

HTTP
Kafka
Apache ActiveMQ
gRPC
RabbitMQ
Apache Pulsar
Elasticsearch
Apache Cassandra
OpenSearch
Brave

Independently observed

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.