New Bitcoin study shows the strongest recurring liquidation warning signs cannot warn of an individual crash
A new arXiv preprint examined seven major Bitcoin crashes on Binance BTCUSDT perpetuals and found that early-warning signals were inconsistent across events. The main result was a recurring drop in taker buy/sell ratio variance before six of the seven cascades, suggesting order flow often compressed ahead of crashes, but not reliably enough to predict any single one. Price showed “critical slowing down” in five crashes, while leverage and flow signals sometimes appeared instead, and no variable worked across all seven events. The study also suggests price signals may be more common before stress-built cascades than before abrupt external shocks, but that pattern remains unproven. Overall, the evidence supports only a weak, population-level precursor—not a dependable crash alarm.
