Seven Liquidation Cascades Challenge Crypto Crash Prediction Models

A new study on arXiv analyzed seven crypto liquidation cascades, finding abrupt transitions and mixed early warning signals. The research noted $154.6 billion in total liquidations during 2025, with a single-day peak of $19.1 billion. The findings challenge existing crash prediction models and highlight the difficulty of forecasting crypto market deleveraging events.