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Models

Inference Usage

Inference API Usage is where every Playground, comparison, and API call is totalled — by key, by model, and over time.

The page needs the Models permission — see Permissions. Three entry points reach it:

FromControl
PlaygroundYour Usage
Billing & UsageView inference usage
API key rowView Usage (opens filtered, ?api_key_id=)

Under the title sits the staleness note: All dates in UTC · data may lag up to 30 min.

Screenshot of the Inference API Usage filters, the three summary tiles and the Spend over time chart

FilterWhat it does
API KeyOne key, or All keys.
Time rangePresets, or Custom with Pick dates. A range must stay inside 180 days.
MetricSwitches every figure between Cost and tokens or units.
Sort byCost or Name, with Ascending / Descending.
Hide unused (37)Drops models with no usage; Show 37 unused models brings them back.

The Text, Image, and Video tabs change the charge unit the page counts in — Tokens for text, Units for image and video.

Total spend · all types in the header covers every category at once, regardless of the tab you are on. Below it are three tiles:

TileReads
Total costSpend in the selected range and category.
Total tokensTokens or units for the same range.
Active modelsHow many models were used, of 40.

The Token breakdown card splits Input, Cached, and Output, and gives a Cache hit percentage — 12% of input. Cached tokens are a subset of input tokens, never an addition to them.

The chart is titled Spend over time, or Tokens over time when the Metric filter is set to tokens or units. Granularity toggles between daily and weekly; weeks start on Monday. Updating… appears while a new range is being fetched.

One row per model, with Spend, Cache hit, and Token breakdown, ordered by the Sort by filter. With nothing to show it reads No models with usage in this range.

  • There is no export or download on this page; read the figures in the console.
  • A failed load shows Couldn’t load usage and Please try again. with Retry — the range is not lost, so retrying re-runs the same query.
  • To reconcile with an invoice, compare against Usage This Month on Credits & Billing, which splits Compute, API-Token, and Subscription spend. The balance in the header is authoritative; this page is a rollup and can trail it.