Skip to content

Usage and limits ​

The workspace joins several kinds of evidence. They answer different questions.

SignalWhat it meansWhat it cannot prove
Captured session tokensTokens recorded in a coding-client session on an enrolled deviceA provider's subscription quota percentage or employee productivity
Project/model chartShare of captured activity in the selected periodShare of the provider's account allowance
Account quota readingProvider-reported account-wide usage and reset window, when availableWhich individual or project spent the entire change
Conditional allocationAn estimate across a bounded account interval with matched captured activityAn exact bill, payroll measure or complete history

When the account is shared, a provider reading belongs to the account, even if one employee's device observed it. A project share can be estimated only for intervals whose session evidence, account identity and timing are good enough. Missing sources, parallel users, unknown rates, resets and client format changes leave the estimate unknown or partial. An observed 3% account increase cannot be turned into a certain project-level 3% without those links.

The People and Projects pages expose rolling hour/day windows and recorded token categories. The account pages show the provider reading separately. Check collection time, period, coverage and provenance before comparing employees. Code volume, tokens and prompt fluency are coaching inputs, not a ranking or pay decision.

For the exact current calculation and exclusions, see usage estimates and native quota evidence.

Open-source documentation for Shared Account AI Usage Monitor.