Start with Honeycomb (high-cardinality distributed debugging)
Honeycomb stores high-cardinality structured events you query interactively — no pre-defined dashboards. BubbleUp finds correlated attributes automatically. The learning curve is real (2-4 weeks), but senior teams debugging complex microservices recover that time in faster incident resolution. Free tier covers 20M events/month.
- Recommendation: Honeycomb
Recommended starting points
Based on your constraints, these products typically fit best. Read each decision brief to confirm pricing behavior and limits match your reality.
Honeycomb
Observability platform built around high-cardinality structured events and distributed tracing. Query-first debugging for complex distributed systems. Free tier: 20M events/month.
Why this recommendation
Honeycomb stores high-cardinality structured events you query interactively — no pre-defined dashboards. BubbleUp finds correlated attributes automatically. The learning curve is real (2-4 weeks), but senior teams debugging complex microservices recover that time in faster incident resolution. Free tier covers 20M events/month.