Polymarket vs. Kalshi vs. Metaculus: Platform Comparison for Serious Forecasters
A data-driven comparison of the three major prediction platforms, covering liquidity, fee structures, market coverage, calibration, and user experience.

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Political Markets Correspondent
Political economist and forecasting researcher whose work spans electoral probability, geopolitical risk, environmental studies and macro sentiment. She has contributed to academic journals on superforecasting and advises on scenario modeling for institutional research teams.
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