Analytics and monitoring

Honeycomb alternatives

2 open-source projects that already do this job. Free to use - not free to run, which is what the numbers on the right are for.

The full assessment →

The projects

SigNoz/signoz31,784licence unclearOpenTelemetry-native observability platform providing traces, metrics, logs, dashboards, and alerting.Open on GitHub openobserve/openobserve20,584AGPL-3.0All-in-one observability platform for logs, metrics, traces, and frontend monitoring with a single-binary deployment.Open on GitHub

What you give up either way

BubbleUp root-cause interactive investigation
Canvas AI Copilot / Honeycomb MCP AI features
Agent Timeline and LLM-specific observability features
Enterprise integrations (AWS PrivateLink, SSO enterprise flows) and managed onboarding/support
Predictable volume-based pricing and hosted scaling guarantees

An open-source project doing the core job proves a replacement is possible. It does not prove it matches Honeycomb, and it does not prove anyone has run it for a month. How we decide.