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dpm-finder

Find the Prometheus metrics that drive your Grafana Cloud bill. `dpm-finder` is a Grafana Professional Services CLI that ranks metrics by Data Points per Minute (DPM) with per-label-set breakdown, optional `--cost-per-1000-series` pricing, and a Prometheus-exporter mode. Use when investigating high Grafana Cloud spend, hunting noisy / high-cardinality metrics, comparing pre/post recording-rule cardinality, or feeding cost data into dashboards — even when the user says "why is my Mimir bill so high?", "find the biggest metrics", "cardinality offenders", or "optimize Prometheus cost" without naming dpm-finder.

skills/grafana-cloud/dpm-finder/SKILL.md

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Nov 9, 2026
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# dpm-finder

Grafana PS tool ranking Prometheus metrics by DPM with per-series breakdown. Source: https://github.com/grafana-ps/dpm-finder

## Prerequisites

- Python 3.9+
- A Grafana Cloud Prometheus endpoint URL + numeric stack ID + API key (`glc_…`, `metrics:read` scope)

## Common Workflows

### One-shot analysis (most common)

```bash
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