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testcritic

Datadog Synthetic Monitoring vs Grafana Synthetic Monitoring

Feature checklists rarely decide anything. What decides it is the pricing metric, who has to write the tests, and which limitation you can live with.

Entry price

From $5 per 10k API test runs (browser tests are $12 per 1k)

Paid

Free tier available

Free tier

What drives the bill

The metric that actually scales your invoice.

Note the different units: Datadog bills API tests per ten thousand runs and browser tests per thousand, so browser tests are roughly 24x the unit cost. A test run is one execution from one location, so multi-location checks multiply. Costs land inside a wider Datadog contract that is rarely small.

Cheap if you already run Grafana Cloud; results are plain Prometheus metrics you already know how to use.

Free tier

14-day trial.

Included in the Grafana Cloud free tier with a monthly check allowance.

Open source

Apache-2.0 (agent)

Self-hostable

No-code authoring

Languages

JavaScriptCodeless
JavaScriptCodeless

Platforms

WebAPIiOSAndroid
WebAPI

Fits teams

Scale-up / mid-marketEnterprise
StartupScale-up / mid-marketEnterprise

Adoption

Category standard

Datadog · since 2019

Established

Grafana Labs · since 2021

Strengths

  • Correlation with APM traces and logs makes root-cause analysis dramatically faster.
  • Private locations let you monitor internal services behind the firewall.
  • Recorded browser tests are authorable by people who do not write code.
  • Results are Prometheus metrics, so alerting and dashboards use tools you already have.
  • Same k6 scripts serve load testing and synthetic monitoring.
  • Good free tier within Grafana Cloud.

Limitations

  • Only worth it if you are already a Datadog customer; standalone it is expensive.
  • Datadog billing complexity is a well-known source of budget surprises.
  • The recorder produces tests that are harder to version and review than code.
  • Assumes you are in the Grafana ecosystem; standalone it makes little sense.
  • Browser checks are less mature than Datadog's or Checkly's.
  • Fewer probe locations than the dedicated vendors.

Best for

Existing Datadog customers who want monitoring in the same pane as their observability data.

Teams already running Grafana Cloud and k6.

All of these integrate with: PagerDuty, Slack, Terraform.

Pricing last reviewed August 2026 and is indicative only — confirm on each vendor’s own page.