What Is the Necessary Condition for a Profitable Arbitrage Opportunity to Exist?

A profitable arbitrage opportunity requires a significant price discrepancy for the same asset across two or more markets, such that the profit generated from the simultaneous trades exceeds the total transaction costs, including gas fees and slippage. If the price difference is too small, the transaction costs will consume any potential profit, rendering the arbitrage non-viable.