Indices/Macroeconomic Expectations
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JOBSNOW — Payrolls Nowcast

Where this month's jobs number is heading — before BLS releases it.

A continuous nowcast of US payrolls. Updating in real time from the jobless-claims data that prints first, JOBSNOW tracks the labor market to answer a simple question: where is the jobs number heading before the BLS prints it?

JOBSNOW · hiring pace · 100 = breakeven
Next print (NFP) nowcast
Payroll growth · annualized
Next print · Aug 7
What people use today
BLS prints payrolls once a month; the market reacts to the first print.
KOPS JOBSNOW
A continuous forecast of payrolls from the jobless-claims data that comes out first.
Valuable for
Positioning into the jobs report — the number before the number.
Live index

The payroll trend, nowcast forward.

Monthly change in US payrolls over the last four years, with this month’s forecast from jobless claims. Settles to the official BLS number on release day.

nonfarm payrolls · monthly change, 000s SAcadence: 5-min
Monthly jobs change (000s) · last 4 years · forecast forward
the official monthly jobs numbers    our forecast for the next one (forward)
Labor market · live readings
Last print (May)
Unemployment (U-3)
Avg hourly earnings
Initial claims
Continuing claims
~60% Kalshi · the nowcast leans on Kalshi's KXPAYROLLS market, with the jobless-claims model as cross-check.
Track record

Honest about a hard forecast.

Payrolls are genuinely hard to forecast from claims alone, so the range is wide on purpose. Here's how far each forecast landed from the official number.

avg miss typical bias fit
how far each forecast missed the official number · green = jobs beat · red = jobs missed
Index methodology

Claims lead the print.

01

Kalshi-led (~60%)

Most of the nowcast is Kalshi's live jobs market (KXPAYROLLS) — the market-implied payrolls number, repricing every day the book trades. The jobless-claims model is the cross-check.

02

Anchored to the trend

The recent run of jobs numbers sets the baseline; the claims signal nudges it up or down. Claims alone can only do so much — so the range is honestly wide.

03

Settles to the first report

It settles to the first official BLS jobs number — the one the market reacts to. Later revisions count only lightly.

Revisions are the caveat…
The slate

Explore the other macro oracles.

Why now

The jobs number, before the jobs number.

The monthly jobs report moves markets more than almost any number — and you get it once a month, revised twice after. In between, desks guess from ADP, from claims, from vibes. Each is a fragment; none is the payroll number itself, early.

So everyone positions into the print half-blind.

JOBSNOW reads the jobless-claims data that prints first and turns it into a continuous payrolls nowcast. It doesn’t wait for release day; it tracks where payrolls are heading and settles to the first official jobs number when it lands.

Markets driving this index

The Kalshi contracts underneath.

JOBSNOW reads Kalshi's live jobs markets — the monthly payrolls (NFP) ladder and the unemployment-rate ladder. These are the strikes where price discovery is happening right now.

loading markets…

The jobs number, before the jobs number.

Claims-led, first-print-settled, feeding the recession nowcast.