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Federal Reserve study finds Kalshi prediction markets rival professional forecasters in accuracy
On February 19, 2026, a Federal Reserve Finance and Economics Discussion Series paper reported that Kalshi’s prediction markets can match the accuracy of professional economic forecasters, especially for federal funds rate expectations. The study compared Kalshi’s market-implied forecasts to survey-based and other market-based methods, highlighting Kalshi’s continuously updated risk distributions. It also noted that Kalshi operates with full CFTC regulatory approval, unlike Polymarket, which remains in a legal gray area despite comparable liquidity in some markets.