Silicon Valley's run-rate revenue math multiplies one strong month by twelve

Run-rate is defined arithmetic: take one month, multiply by twelve. A dollar of revenue in the chosen month that does not repeat becomes twelve dollars in the headline annual figure ^[3]. So the choice of month does more work than the growth rate it is meant to demonstrate. Subscription ARR rests on a contract that says something about next month; usage billed by tokens or hours consumed is a record of last month ^[2].

The comparability problem is the sharper one. Two labs applying the two conventions to the same channel business would print different top lines, and the gap is the share partners take on the way through ^[4]. That number appears nowhere in the briefing, so the difference cannot be sized from it.

The same briefing carries the case of a listing valuation built on a forward number. Polestar came to market through a SPAC in June 2022 at a $27bn market capitalization and is now worth $1.3bn ^[7], which is $25.7bn gone, a fall of 95.2 per cent ^[1]. It sold 60,000 vehicles last year against the 290,000 presented at listing ^[8], a shortfall of 230,000 ^[2]. First-half free cash flow was an outflow of $1.061bn, and the company has been assessed as facing material uncertainty over its ability to continue as a going concern ^[9].

Two cautions about the source. The item is an AI PRISM briefing, a recommendation and summary service the publisher built with Korea Press Foundation support that selects six items per reader type ^[6]. It names no analyst, no filing and no revenue figure for either company, so the line about valuations being tested ahead of initial public offerings ^[5] is a characterization.

Scrutiny comes at the listing, because that is where a company picks one standard and keeps it. Korean policy is meanwhile widening the routes that avoid the listing altogether, each of them a way for an early holder to sell without a prospectus: the Ministry of Finance and Economy's 2026 tax reform plan would tax dividend income from dedicated business development company accounts separately at 9.9 per cent including local taxes ^[10], a BDC must hold at least 60 per cent of total assets in unlisted venture and innovative companies and in KONEX- and KOSDAQ-listed small and mid-sized companies ^[11], and continuation funds inside the Fund of Funds are under review ^[12].

My read is that run-rate is the lesser of the two problems, because it discloses its own method and a buyer can undo it by asking for twelve monthly numbers. Netting or grossing partner revenue hides inside a single figure, and that figure does not reveal the partner take rate. The counter-thesis is respectable: booking the full customer payment is ordinary treatment for a vendor selling through a channel, netting the partner's share is the more conservative one, and the sources support neither being wrong ^[4]. What would settle it is a monthly series. If annualized figures track trailing twelve-month revenue within a few points, the inflation complaint comes down to labels ^[1].