Exclusive Insights: Unveiling the Inside Story of USDe and Ethena Crash from Order Book Data
Last Friday marked the most severe cryptocurrency liquidation event in history, with $19 billion disappearing. A critical vulnerability in Binance's oracles triggered the collapse of USDE, revealing detailed insights now analyzed by Cointelegraph Research. Dive into the exclusive forensic data to understand this cataclysmic event.
Translated on October 15, 2025 at 09:59 by Simon Dumoulin
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Oracle Vulnerability at the Center of Historic Crash
Analysis of exclusive forensic order book data reveals a far more complex scenario than anticipated. The vulnerability of oracles on Binance acted as a catalyst, amplifying a cascade of liquidations that spread throughout the entire market. Oracles, those essential protocols that provide reference prices to exchange platforms, transmitted erroneous data during a critical window of several minutes.
This technical failure created a sharp discrepancy between displayed prices and market reality. Traders using leveraged positions found themselves exposed to massive, simultaneous margin calls. The order book shows a striking asymmetry. Sell orders overwhelmed buy orders at a ratio of 15 to 1 at the peak of the crisis, causing a vertical collapse in the price of USDE.
The data also reveals that several market makers withdrew their liquidity at the most critical moment, worsening slippage and illiquidity. This chain reaction transformed a technical anomaly into a systemic catastrophe, demonstrating the fragility of underlying infrastructures even on the largest platforms.
USDE Anatomy of a Record Liquidation Event
The $19 billion in liquidations recorded Friday establishes a new absolute record, far exceeding previous crashes in May 2021 and November 2022. The forensic analysis of the order book allows us to break down this event into several distinct phases.
The first phase, between 14:32 and 14:41 UTC, saw USDE ‘s price plummet 23% in less than ten minutes. The data shows an unusual concentration of stop-loss orders positioned around the $0.95 level, creating a wall of selling that collapsed like a house of cards. High-frequency trading algorithms detected this weakness and intensified the selling pressure.
The second phase was characterized by a series of successive flash crashes, with price variations exceeding 8% in just seconds. The order book reveals considerable liquidity gaps where practically no buy orders existed. Retail and institutional traders were liquidated without distinction, their positions closed at catastrophic prices due to the lack of market depth.
Technical Lessons for Investors
This forensic analysis provides crucial lessons about risk management during periods of high volatility. The order book data shows that positions with a leverage ratio above 5x were liquidated in 94% of cases, while those with leverage below 3x largely survived the storm.
The concentration of stop-losses around identical psychological levels created zones of extreme vulnerability. Wise investors should now diversify their protection levels and avoid obvious thresholds where orders cluster. The analysis also reveals that traders using limit orders rather than market orders obtained execution prices 12% higher on average.
The data highlights the importance of monitoring the actual depth of the order book rather than relying solely on price indicators. Thin order books signal massive slippage risk during sudden movements, a factor many investors neglect in their risk assessment.
Passionate about cryptocurrencies since 2019, I cover the latest news through clear and accessible articles. My goal is to make crypto understandable for everyone, with reliable and well-researched content.
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