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Migration guide · Layer 3

Datadog Grafana + Prometheus

What it saves, what actually moves, what you rebuild — and the thing that catches people.

What it costs, and what it saves

Datadog bills roughly $15–23 per host per month for infrastructure plus $0.10 per ingested GB of logs, and real bills land between $200 and $2,400 a month. Grafana plus Prometheus on a $20 VPS costs the VPS. A 20-host estate typically drops from about $600/month to under $50.

90
Grafana + Prometheus
AGPL-3.0 (Grafana) / Apache-2.0 (Prometheus)
Effort: Two to four weeks part-time for a team that already runs Kubernetes. Longer without.

Moves cleanly

Nothing, and that is the honest headline. Datadog holds your historical metrics and there is no export that Prometheus can ingest. You start a new time series on day one.

You rebuild

Every dashboard, every monitor, every alert route. Datadog's query language is not PromQL and there is no converter worth trusting.

What Datadog costs you today

Per-host and per-feature billing that scales quickly: infrastructure monitoring starts around $15–23 per host/month, APM and log management are billed on top (logs per-GB ingested and per-million events retained), and custom metrics add further cost — large fleets routinely see five- and six-figure annual bills.

What actually holds you in

Proprietary agents, proprietary query languages, and per-host/per-feature pricing mean both your cost and your data gravity grow with your fleet — the more you instrument, the harder and more expensive it is to leave.

What you are moving to

Prometheus scrapes and stores metrics; Grafana visualizes them (and logs and traces via Loki and Tempo). Together they are the de-facto open-source monitoring stack, fully self-hostable.

Free / self-host

Grafana + Prometheus strengths

  • Industry-standard, huge ecosystem
  • Metrics, logs, and traces via the same UI
  • Enormous community and dashboards

What you give up

  • You assemble and operate the stack
  • Steeper initial setup than a SaaS agent

The migration, step by step

  1. 1Stand up Prometheus and Grafana — docker compose with the kube-prometheus-stack chart if you are on Kubernetes
  2. 2Install node_exporter on each host and point Prometheus at it
  3. 3Run both systems in parallel for one full billing cycle so you can compare graphs side by side
  4. 4Rebuild your five most-used dashboards only — you will find you never rebuild the rest
  5. 5Move alerting to Alertmanager, test every route with a deliberate failure, then cancel Datadog

The gotcha

Prometheus is not long-term storage. Default retention is 15 days and it stores locally. If you need a year of history you also need Thanos, Mimir or Cortex, and that is a second system to operate — budget for it or you will discover it three months in.

When to stay on Datadog

You rely on APM tracing, Watchdog anomaly detection, or the security monitoring — those have no clean open equivalent and rebuilding them costs more than the licence.

Compare firstAll 4 Datadog alternatives, rankedWhere this sitsLayer 3Infrastructure

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Figures verified 2026-07-12 against vendor pricing pages. Prices change and migrations differ by estate — treat the cost delta as a starting model, not a quote. Rankings and recommendations here are merit-only; affiliate income never changes a verdict. See our methodology.

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