What is Honeycomb used for?

Honeycomb is an observability platform for querying high-cardinality traces, logs and metrics, with SLOs, BubbleUp analysis and LLM and agent observability. It is a good fit for debugging production incidents in microservices, monitoring LLM and agent applications, and tracking service level objectives.

Yes. Honeycomb has a free plan, and paid plans start at $150 per month. A free trial is also available.

Is Honeycomb open source?

No. Honeycomb is proprietary (closed-source) software. Open-source alternatives to Honeycomb include Coroot, SigNoz and Jaeger.

What are some alternatives to Honeycomb?

Honeycomb competes with Datadog, Dynatrace and Splunk. For open-source options, see Enlisted's ranked list of open-source Honeycomb alternatives.

Honeycomb: features, pricing and alternatives

About Honeycomb

Honeycomb is a commercial observability platform built around fast querying of rich event and trace data. It is designed so engineers can ask open-ended questions about production behavior, including across fields with very many distinct values, rather than relying only on pre-built dashboards.

Core capabilities include distributed tracing, frontend observability, log analytics, time series metrics, a telemetry pipeline and Refinery as a Service for sampling. Built-in features cover SLOs, a service map, BubbleUp for spotting what differs in problem traffic, anomaly detection and OpenTelemetry support. More recently it has added AI agent observability, with views of agent fleet performance, LLM cost tracking and agent conversations, plus an MCP server and agent skills. Honeycomb is proprietary and vendor-hosted, with a pricing page, a sandbox, documentation and learning material around observability engineering.

Key features

Distributed tracing with fast ad hoc queries
Log analytics and time series metrics
BubbleUp analysis of anomalous traffic
SLOs and service map
Native OpenTelemetry support
LLM cost tracking and agent observability
Refinery sampling as a service

Good fit for

→Debugging production incidents in microservices
→Monitoring LLM and agent applications
→Tracking service level objectives

Tags: observability; tracing; opentelemetry; slo; log-analytics; llm-observability; monitoring

Honeycomb: questions and answers

What is Honeycomb used for?: Honeycomb is an observability platform for querying high-cardinality traces, logs and metrics, with SLOs, BubbleUp analysis and LLM and agent observability. It is a good fit for debugging production incidents in microservices, monitoring LLM and agent applications, and tracking service level objectives.
Is Honeycomb free?: Yes. Honeycomb has a free plan, and paid plans start at $150 per month. A free trial is also available.
Is Honeycomb open source?: No. Honeycomb is proprietary (closed-source) software. Open-source alternatives to Honeycomb include Coroot, SigNoz and Jaeger.
What are some alternatives to Honeycomb?: Honeycomb competes with Datadog, Dynatrace and Splunk. For open-source options, see Enlisted's ranked list of open-source Honeycomb alternatives.