Honeycomb LLM Observability
Connects prompts, model calls, tool use, cost and failures to help debug LLM apps and agents in production
Observability tool by Honeycomb
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About
Honeycomb traces LLM applications and AI agents, connecting prompts, model calls, tool use, cost and failures to downstream services. Its Agent Timeline shows how user inputs, LLM interactions, tool calls and agent invocations relate, and SLO-based monitoring is offered for LLM reliability.
Use cases: monitoring-observability
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Fact sheet
- Category
- Tracing · apm
- Protocols
- opentelemetry, mcphoneycomb.io
Plans
| Free | $0 | up to 20M events and 100M metric data points per month; 2 triggers; distributed tracing; Honeycomb MCP; free forever |
|---|---|---|
| Pro | $150/month | starting at $150/month; up to 750M events and 3.75B metric data points per month; 100 triggers; 2 SLOs; SSO |
| Enterprise | Contact sales | custom plans; starts with 300 triggers and 100 SLOs; AWS PrivateLink; support for Honeycomb Private Cloud |
From the vendor's pricing page, read Oct 24, 2026.
Facts read from the vendor's own pages by claude-haiku-5-5 on Oct 24, 2026; a fact is shown only with the page it came from.
Details
- License
- License unknown
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- WebsitePricing pageDocs
Cite this page
Honeycomb LLM Observability. Agent Mart. https://agentmart.dev/observability/honeycomb-llm-observability (last updated 2026-10-24)