Muscle scraping and Gua Sha devices are the most placebo-driven recovery trend, with multiple controlled studies showing outcomes no better than simple foam rolling. The visible bruising is actually capillary rupture from vacuum pressure, and claims of 'toxin release' are biologically impossible. At $40–$80 per tool, they are 200% more expensive than a foam roller, yet recovery metrics show zero significant advantage, making this the least cost-effective method on the list.

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