Compare · Dashboards and visualisation

Pixel Data
vs Grafana

Grafana visualises the data you give it, and does that very well. For usage data, that leaves you building the pipeline, the rating engine and the billing on top — and it still cannot tell you whether your supplier overcharged you.
Everything on this page is about usage data specifically, and is checkable against Grafana's own documentation. We use no logos or marks, and nothing here is presented as an endorsement.

With Grafana, you

  • You build the data source, the usage schema and the pipeline before a single panel shows anything.
  • You write the rating logic yourself — increments, minimums, longest-prefix matching — because a panel can plot seconds but cannot price them.
  • You still have no statements, no audit trail, and nothing that checks a supplier invoice.
  • You host it, upgrade it, secure it, and build your own portal if your customers ever need to see their usage.

With Pixel Data, you

  • You get the dashboards already built for usage data, live within minutes of one install command.
  • You get a rating engine that turns events into money, with the plan version recorded against every charge.
  • You get statements, an immutable audit trail and supplier reconciliation as part of the same subscription.
  • You get hosting, upgrades and access control included, and a white-label customer portal on the roadmap.

What it means for you

You stop paying an engineer to rebuild billing logic behind a dashboard, and you start seeing what every route actually earns.

Side by side

For usage data. Nothing else is claimed.

Capability comparison between Pixel Data and Grafana for usage data
For your usage dataPixel DataGrafana
Live charts of anything you can queryYesYes
Custom visualisations of arbitrary dataNoYes
Infrastructure and application monitoringNoYes
Large plug-in and community ecosystemNoYes
Dashboards pre-built for usage billingYesNo
Turns usage into moneyRates, plan versions, increments, minimums, currency — not a number on an axis.YesNo
Rating engine and versioned price plansYesNo
Monthly statements per accountYesNo
Supplier invoice reconciliationYesNo
Drill down from an amount to its events, then to the arithmeticYesOnly if you build the data model for it
Alerts denominated in poundsYesMetric thresholds
Hosting, upgrades and access controlSelf-hosting is a real operational cost that rarely appears in a comparison.IncludedYours to run, or a separate cloud subscription
White-labelled portal for your own customersOn the roadmapYours to build
Data source, schema and pipelineIncludedYou build it first

All trademarks are the property of their respective owners. Pixel Data is not affiliated with or endorsed by any company mentioned.

However you get here, you get these three

The same on every comparison, because they are the same three things none of these tools does.

Be live before the kettle boils

You run one line on the machine that already has your usage on it. No schema workshop, no engineering sprint, no project plan.

Defend any figure on any invoice

You click any amount through to its events, and any event through to the arithmetic — increment, minimum, matched prefix, plan version.

Get back what your carrier over-charged

You upload a carrier invoice and get a line-by-line verdict against what your own events say actually happened.

When Grafana is the right choice

If you are watching infrastructure — CPU, latency, error rates, queue depth — Grafana is the right tool and we are not a monitoring product. Keep it, and point it wherever you like.

See your own usage on a dashboard today.

Install takes one command. If you would rather look first, the sandbox is open — sample data, no card, no signup.