Polymarket Scalping Strategy (Short-Duration High-Frequency Trading)

How It Works The emalaman/scalping-strategy-dashboard implements a scalping strategy specifically designed for Polymarket, authored by Emil_IA. Scalping in prediction markets involves identifying short-term mean-reversion or micro-momentum patterns in market prices and executing rapid, small-margin trades to accumulate profits across many transactions. The large repository size (92 MB) suggests a substantial implementation with historical data, backtesting, and a real-time dashboard.

Entry / Exit Conditions Entry: when a market price deviates from a short-term moving average or fair value estimate by more than a minimum threshold (likely a few percentage points), enter in the direction of expected reversion. Exit: close the position when the price returns to the moving average or a target profit level is reached. Stop-loss exits are implied by the scalping framework.

Verified Results No specific verified results are available from the description. The repository has 2 stars and 1 fork. The attribution to a named author (Emil_IA) suggests personal deployment and testing, but no P&L data is public.

Implementation Notes Effective scalping on Polymarket requires identifying markets with sufficient intraday price volatility and liquidity to generate frequent tradeable oscillations. Political and sports markets near resolution tend to have higher price volatility. The 92 MB repository size is notably large, potentially indicating embedded historical market data used for backtesting. A dashboard component suggests real-time monitoring of multiple market price streams simultaneously.

Risks - **Transaction costs**: frequent trading on Polymarket incurs fees on every leg; the scalping edge must exceed round-trip costs. - **Low frequency of oscillations**: prediction market prices are often sticky until new information arrives, limiting scalping opportunities compared to traditional financial markets. - **Adverse selection**: large directional moves driven by information will appear as scalping opportunities but are in fact informed order flow. - **Thin markets**: most Polymarket markets lack sufficient liquidity for meaningful scalping size.