QuantifAI prices AI-assisted work at the unit of work — an initiative, a project, a session — across subscription and API spend, and pairs every dollar with the commits it produced.
Estimated value (API-equivalent)
$173,430
estimatedActual spend (real dollars)
$2,785
amortized + api meteredSessions
7214
Units of work
922
Commits produced
5691 commits (509 deterministic)
Estimated value is 62× actual spend — see the ledger for the provenance breakdown.
Measured from the operator's own practice (a sample of one — n=1), updated Oct 19, 2026 — updated continuously.
All-time counts, not a rolling window. A unit of work is an initiative, a project, or a session.
Local session logs and provider billing APIs. Anthropic and OpenRouter today; your data stays in your own infrastructure.
Three provenances, never conflated: API-equivalent value, subscription amortization, metered API spend. Every number carries its provenance.
Commits link to the sessions that produced them — deterministically via git notes where instrumented, honestly labeled as time-correlated where not.
What it doesn't do (yet)
No Copilot or Cursor connectors. No teams. No hosted signup — this instance prices one operator's practice. The last version of this page claimed more than the code did; this one doesn't.