Introducing Pyroscope 2.0: faster, more cost-effective continuous profiling at scale

Pyroscope 2.0 introduces a ground-up rearchitecture of continuous profiling database designed to reduce costs at scale.

• •Write-path replication eliminated entirely, storing each profile only once in object storage
• •Symbol storage footprint reduced up to 95% through data co-location and deduplication
• •Entire read path made stateless enabling elastic scaling based on query demand
• •Production validated in Grafana Cloud processing 19.5PB of profiling data since April 2025
• •Adds native OpenTelemetry Protocol (OTLP) support enabling new capabilities like metrics aggregation and heatmap queries

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