Polymarket Bot Order-Book Imbalance: How to Detect Real Market Pressure

<p>When I started building my Polymarket TWAP End-Cycle Sniper, the original idea was simple:</p> <p>Find a high-probability opportunity near the end of a short-duration market,

<p>Slippage can quietly destroy a profitable Polymarket trading strategy.</p> <p>Your signal may correctly identify a YES token as undervalued, but that does not mean you can

<p><strong>How Binance order flow can improve late-stage prediction market signals</strong></p> <p>Most traders looking at a 5-minute Polymarket market ask a simple question:</p>

<p>I didn't design this strategy on paper. I found it by trading, losing, adjusting, and trading again until the win rate stabilized and stopped moving around.</p> <p>11,717

<p>How can you analyze short-term Bitcoin prediction markets using live BTC prices and Polymarket order book data?</p> <p>This <strong>Polymarket trading bot in Python</strong>

<p>I spent a few months capturing and auditing order-book and oracle data from prediction markets (Polymarket, Kalshi) for my own research. I went in wanting to find cross-venue

<p>Polymarket is a decentralized prediction market where participants bet on binary outcomes — "Will MSFT close above $420 by Friday?" trades as a contract paying $1 if true, $0

<blockquote> <p>Learn how Polymarket TWAP pricing can be modeled for dynamic quotes using reference divergence, volatility, inventory, and time-to-resolution.</p> </blockquote>