📡 Pricing is the hardest product decision in observability

PM Observability
(2026 Edition)

5 dynamics and 5 metrics for observability PMs.

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5 Dynamics

1.

Three pillars — metrics, logs, traces — bundled is sticky but expensive

2.

Pricing is the hardest product decision — cardinality, ingest, retention

3.

Alert noise is the enemy — too many alerts = no alerts

4.

Custom dashboards drive retention — power users build worlds

5.

OpenTelemetry reshaping interop — proprietary agents losing ground

5 Metrics

1.

Monthly ingest volume

2.

Active custom dashboards per account

3.

Alert-to-investigation conversion

4.

Query P95 latency

5.

Seat-based adoption within customer orgs

FAQ

Why is observability pricing so controversial?

Because ingest-based pricing scales unpredictably with traffic. Customers get shocked bills when traffic spikes. Datadog grew fast on this model but faced pushback; Honeycomb and Grafana now compete on pricing predictability. In 2026, expect more value-based and hybrid models to emerge.

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