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Which crypto screener actually helps traders, and when does it mislead?

Which crypto screener would you trust to signal an actionable trade on a newly launched token on Ethereum or a cross-chain pool on Arbitrum — and why does that trust often fail in practice? That question reframes a common assumption: that «real-time» charts and swimlane heatmaps are inherently authoritative. In decentralized exchanges (DEXes), the mechanisms

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