According to Bloomberg, Kalshi traders’ predictions on U.S. non-farm payroll data showed no significant advantage over Bloomberg survey economists over the past 33 months, with average forecast errors exceeding 60,000 jobs for both groups. In April 2026, when the actual non-farm payroll report showed 178,000 new jobs added, Kalshi’s final forecast error exceeded 90,000 jobs.
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