Honeycomb
Observability platform for high-cardinality event data and fast exploratory trace queries.
why this verdict
Downgrade — pay for the workflow, not the AI
Grafana Cloud and Axiom cover the headline feature free, so the $130/mo is now paying for the workflow around it.
- A named launch, not a vibe named, unlinked
- MCP-connected agents querying raw traces instead of a hand-driven query builder. Anthropic, November 25, 2024 — no announcement link recorded yet.
- How much of the job it covers headline only editorial call
- The headline feature, but not the workflow, data or integrations around it.
- Is there a free way to do it? yes
- 3 of 3 listed replacements have a usable free tier: Grafana Cloud, Axiom and SigNoz.
- What the call is worth $1,560/yr
- $130/mo at the entry paid tier — $1,560 a year per seat.
- Threatened by
- Anthropic
- Since
- November 25, 2024
- List price
- $130/mo
- Per year
- $1,560
The backstory
Honeycomb pioneered observability built on wide events with high-cardinality fields, and its query experience was the reason engineers loved it. With the Model Context Protocol, agents can now pull traces and logs from any backend and reason over them directly, which shifts value from the query UI to the data store. Honeycomb ships its own MCP server, which helps but also concedes the point. The ingest pipeline and pricing model remain genuinely good, so it is bruised rather than gone.
Escape hatches
switching could free up $1,560/yrManaged Loki, Tempo and Prometheus with a generous free tier
grafana.com open_in_newCheap event store with fast search over large log volumes
axiom.co open_in_newOpen-source OpenTelemetry-native traces, metrics and logs
signoz.io open_in_new3 of 3 replacements have a usable free tier.
