Updated Aug 4, 2026
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Kalshi traders put below-even odds on July payrolls topping 80,000

NEW YORK, Aug. 3. Speculators on Kalshi placed just under even odds that U.S. employers added more than 80,000 jobs in July, according to trading data on the platform. The positioning sits slightly cooler than professional economists expect, the source shows.

By Freya Lindqvist2 min read
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Key takeaways

  • Kalshi traders placed just under even odds that U.S. employers added more than 80,000 jobs in July.
  • The positioning tilts by a thin margin toward a July payroll count below 80,000.
  • This trader positioning sits slightly cooler than professional economists' consensus expectations.
  • The divergence between Kalshi traders and economists is narrow, not sharp, and does not imply a hiring collapse.
  • A sub-80,000 print would imply modest cooling in July hiring.

NEW YORK, Aug. 3. Speculators on Kalshi placed just under even odds that U.S. employers added more than 80,000 jobs in July, according to trading data on the platform. The positioning sits slightly cooler than professional economists expect, the source shows.

The odds

The just-under-50-50 read means Kalshi traders tilt, by a thin margin, toward a sub-80,000 July payroll count. The divergence from economist consensus is slight, not sharp. The crowd is not calling for a hiring collapse; it is assigning marginally higher odds to a miss below the 80,000 mark than to a print above it.

Kalshi operates an event contract market where participants take positions on specific data outcomes. The monthly U.S. employment report is among the most closely watched releases in domestic financial markets.

Prediction markets vs. economist surveys

Professional economists compile consensus forecasts ahead of each monthly jobs release. Prediction market odds can diverge from those forecasts when traders hold a different view of likely outcomes.

Here, the divergence is narrow. Kalshi traders are not pricing a broad deterioration in the labor market. The lean is toward a figure below 80,000 jobs, a result that would imply modest cooling in July hiring.

The July employment data, when released, will show which read was closer.

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Frequently asked

What odds did Kalshi traders assign to July job gains exceeding 80,000?

Kalshi traders placed just under even odds that employers added more than 80,000 jobs in July, leaning marginally toward a figure below that mark.

How do the Kalshi odds compare to economist forecasts?

The trader positioning is slightly cooler than professional economists expect, though the divergence is narrow rather than sharp.

Does the trader positioning signal a labor market collapse?

No; traders are not pricing a broad deterioration, only assigning marginally higher odds to a print below 80,000, which would imply modest cooling.

What is Kalshi?

Kalshi operates an event contract market where participants take positions on specific data outcomes, such as the monthly U.S. employment report.

When will it be known which read was correct?

The July employment data, when released, will show whether the traders or economists were closer.