No Consistent Warning Signs Before Bitcoin Crashes

A new study on Bitcoin crashes found that no consistent warning signs existed before each individual event. The research, led by Ramon Marc Garcia Seuma, analyzed seven major cascades between May 2022 and October 2025 in Binance's USD-margined BTCUSDT perpetual market.

The study discovered a recurring pattern of tightened taker order-flow variance before six out of the seven events. However, this signal was too weak to predict an individual crash, falling within ordinary-market conditions for two events.

The researchers tested various metrics, including price, leverage, and order flow, but found no consistent warning signs across all events. The study suggests that the signal shifted among these variables from one event to the next, making it difficult to rely on any single metric as a reliable alarm.