Study of 4,990 DEX Pairs Finds Retail Traders Have No Trading Edge

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Researcher Daniel Gatto tested 15 trading strategies across 4,990 DEX pairs on 27 blockchains and found little evidence that historical price data alone provides a consistent trading edge. The paper concludes 'No edge without information,' warning retail crypto and DeFi traders that price charts for memecoins and micro-cap tokens on DEXs are insufficient for reliable profits and that additional on-chain signals or information are required.
For years, crypto traders have believed that decentralized exchanges were one of the places where retail investors could still outsmart the crowd. However, unlike centralized exchanges crowded with professional firms and sophisticated algorithms, DEX markets are fragmented, chaotic, and dominated by smaller traders.
But a new study suggests that belief may be wrong.
After testing 15 trading strategies across 4,990 DEX pairs spanning 27 blockchains, researcher Daniel Gatto found little evidence that historical price data alone can provide a consistent trading edge. The paper’s conclusion is captured in a simple phrase repeated throughout the research: “No edge without information.”
In other words, price charts by themselves may not be enough to generate profits, even in the supposedly inefficient world of memecoins and micro-cap tokens.
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