A Fed study suggest that Kalshi markets provide a high-frequency, continuously updated, distributionally rich benchmark that is valuable to both researchers and policymakers.
Kalshi and the Rise of Macro Markets
Federal Reserve Bank
Research
41 Pages
Key Takeaways
Fed path clarity: Kalshi’s median and mode were perfect one day before FOMC meetings, outperforming fed funds futures.
Headline CPI edge: Kalshi posted 0.063 MAE on headline CPI versus 0.081 for Bloomberg estimates.
News sensitivity: July 2025 rate cut odds rose to 25% after dovish comments, then reversed after strong payroll data.