New Bitcoin study shows the strongest recurring liquidation warning signs cannot warn of an individual crash

A new arXiv preprint examining seven major Bitcoin liquidation cascades on Binance finds that no single price, leverage, or order-flow indicator reliably warned ahead of every crash. The study, using one-minute BTCUSDT perpetual data from May 2022 to October 2025, shows price exhibited a critical slowing-down signal in five cases, but failed in two sudden tariff-driven shocks. Taker-flow variance and taker buy/sell ratio compression appeared before most cascades, yet the pattern was too weak to serve as a dependable crash alarm on an event-by-event basis. The paper’s main market implication is that Bitcoin liquidation risk can be identified only probabilistically at the population level, not with a robust individual-incident predictor. It also highlights the limits of using public proxies for leverage and flow, and suggests that abrupt macro shocks may behave differently from stress-build-up selloffs.