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Usage

Where to find it

Sidebar → Usage. Pick a billing period from the selector at the top right.

Usage page with the period selector, headline totals and the top agents chart

What the page shows

PanelTells you
Period totalsTokens and spend for the selected month.
Top agentsWhich agents consume the most, ranked.
TrendHow consumption is moving period over period.

Where the numbers come from

Every model step inside a run records four token counts and a cost figure:

MeasureMeaning
Input tokensWhat was sent to the model: instructions, history, retrieved passages.
Output tokensWhat the model generated.
Cache read tokensReused from a cached prompt. Usually much cheaper.
Cache write tokensWritten into the cache for later reuse.
Cost (USD)Recorded per step, to six decimal places.

Because every member has their own gateway key, spend is attributable to the person who ran the agent, not just to the organization.

Bringing costs down

LeverEffect
Use a smaller model where quality allowsThe single largest saving, usually by a wide margin.
Shorten instructions and skillsThey are re sent on every single turn.
Attach fewer knowledge bases per agentEach one adds retrieved passages to the input.
Cap output length in the instructionsOutput tokens cost more than input tokens on most models.
Set a model allowlistStops expensive models being picked by default. See Model Gateway.
Look for retry loops in tracesA tool failing and retrying three times costs three times.

Until Usage is live

Use Traces for accurate figures today:

  1. Open Traces.
  2. Filter to the period you care about.
  3. Read the per run token and cost columns.

Anyone with trace: read can do this across the whole organization without being able to read conversation content.