Live token spend grouped by the team, key, and model that drove it.
Spend
Real-time
Breakdown
Model + provider
Forecast
Burn rate
New capabilities
Watch token spend update in near real time by team, project, app, key, model, and provider. No waiting on a monthly provider invoice to find out where the money went.
Support
$18.4k
Largest model spend this month, grouped under the support team's keys.
Agents
$7.8k
Coding-agent usage attributed to engineering keys and trending up week over week.
Research
$3.2k
View costly workloads by team, key, and model in the app.
See where spend is heading at the current burn rate and when a balance or key limit will run out. Finance can top up or cap usage before requests start failing.
Flag spend that deviates from a workload's baseline. A runaway agent loop, a prompt change, or a model swap shows up the same day instead of at month-end.
Who Concentrate is designed for
Concentrate records spend per request and rolls it up by owner. No waiting on a monthly invoice to find out where the money went.
Every request carries the team, project, app, and key that made it, so spend rolls up to a real owner instead of a single shared provider bill.
Spend is built from request-level token counts (input and output) and model pricing, so a number can always be traced back to the calls behind it.
Burn-rate forecasts and spend spike alerts turn tracking into early warning, not just a month-end report.
Feature basics
Finance reviews ownership and totals while engineering keeps the request logs behind them, so cost conversations start from the same numbers.