A trading bot on Polymarket has recently become very popular. In three weeks, the account went from a loss of $82 to a profit of 67,000. The key is its operation method—making 524 trades within a short 10-minute time window.

When I looked at the trading records, my first reaction was that the system had crashed. Over 500 orders in a single candlestick? In traditional markets, this would have been stopped by risk control long ago. But checking the timestamps, the data matches perfectly, not a single one off.

This is not luck; it's the powerful math model behind it. The high-frequency trading algorithm has achieved such results in market prediction, indicating that on trading pairs with relatively scarce liquidity, optimized execution strategies can create significant marginal advantages. Anyway, this complete trading logic has truly shattered the odds.