The most effective strategy is not choosing one over the other, but combining both. Platforms like Polymarket and Kalshi provide real-time insights, while polls offer structured snapshots of broader public sentiment.

Research shows that blending multiple data sources — including polls, prediction markets, and economic indicators — leads to more accurate forecasts. Instead of viewing them as competitors, it’s better to treat them as complementary tools that together provide a clearer picture of future outcomes.