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Who caused the crypto market’s biggest liquidations on October 10? Insiders blame each other

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Who caused the crypto market's biggest liquidations on October 10? Insiders blame each other

Nearly four months after crypto’s record Oct. 10 flash crash wiped out leveraged positions across the market, the industry is still arguing about what actually broke.

That argument turned into a public spat on Saturday after OKX founder and CEO Star Xu claimed the crash was neither complicated nor accidental, but the result of irresponsible yield campaigns that pushed traders into leverage loops they did not understand.

On Oct. 10, President Trump’s fresh tariff escalation on China rattled macro markets and hit crypto at the worst moment. With leverage already stacked, the initial drop turned into a wipeout with roughly $19.16 billion in liquidations, including about $16 billion from long bets, as forced selling cascaded across venues.

Star’s core point was about USDe, a yield-bearing token issued by Ethena. He described USDe as closer to a tokenized hedge fund strategy than a plain stablecoin. It is designed to generate yield through trading and hedging strategies, then pass that yield back to holders.

Star argued that the risk began when traders were nudged into treating USDe like cash. In his telling, users were encouraged to swap stablecoins into USDe for attractive yields, then use USDe as collateral to borrow more stablecoins, convert those into USDe again, and repeat the cycle. The loop created a self-feeding leverage machine that made yields look safer than they were.

When volatility hit, Star said, that structure would not need a big trigger to unwind. He claimed the cascade helped turn a selloff into a wipeout and left lasting damage across exchanges and users.

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Star later pushed back on critics, saying the sequence of events actually reinforces his argument rather than undermining it.

Bitcoin began falling roughly 30 minutes before USDe showed stress, he said, confirming the initial trigger was a broader market shock. Without the leverage loop built around USDe, Star argued, the selloff could have stabilized. Instead, embedded leverage turned a routine drawdown into a cascading liquidation event that fed on itself.

Others in the market pushed back on Star’s tweets.

Dragonfly partner Haseeb Qureshi called Star’s story “ridiculous,” saying it tries to force a clean villain onto an event that does not fit a simple narrative. He argued the crash did not unfold like a classic stablecoin blowup that spreads everywhere at once.

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If a single token failure truly drove the day, he said, the stress would have shown up broadly and in sync across venues.

“USDe price diverged ONLY on Binance, it did not diverge on other venues,” he said. “But the liquidation spiral was happening everywhere. So if the USDe “depeg” did not propagate across the market, it can’t explain how *every single exchange* saw huge wipeouts.”

Qureshi’s alternative explanation is that macro headlines simply spooked an already levered market. Liquidations began as liquidity pulled back fast.

Once that cycle starts, he said, it becomes reflexive. Forced selling drives lower prices, which triggers more forced selling, with few natural buyers willing to step in during chaos.

Earlier in the day, Binance attributed the Oct. 10 flash crash to a macro-driven selloff colliding with heavy leverage and vanishing liquidity, rejecting claims of a core trading-system failure, as CoinDesk reported.

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Crypto World

Trader’s $3M Fartcoin Bet Unravels, Triggering Hyperliquid ADL

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Trader’s $3M Fartcoin Bet Unravels, Triggering Hyperliquid ADL

A trader lost about $3 million after building a large leveraged Fartcoin position on Hyperliquid that unraveled in thin liquidity, triggering the platform’s auto-deleveraging (ADL) mechanism.

Hyperliquid data flagged by Lookonchain shows that the trader accumulated about 145 million tokens across multiple wallets before being liquidated. The liquidation redistributed gains to opposing traders, with at least two wallets seeing around $849,000 through ADL. 

PeckShield said the unwind produced about $3 million in accounting losses and left Hyperliquid’s HLP vault down roughly $1.5 million over 24 hours, though Hyperliquid had not publicly confirmed those figures by publication.

The episode highlighted how ADL can crystallize gains for traders on the other side of a collapsing position, while raising fresh questions about how Hyperliquid’s liquidation and vault structure behave in low-liquidity markets.

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One of the wallets that profited from the redistribution. Source: Hyperdash

PeckShield said the activity appeared structured to trigger liquidations in low-liquidity conditions, potentially pushing losses onto Hyperliquid’s liquidity pool while being offset by positions elsewhere.

Cointelegraph reached out to Hyperliquid for comments, but had not received a response before publication. 

Source: PeckShieldAlert

Past trades exposed similar pressure on Hyperliquid’s liquidity system

This is not the first time Hyperliquid’s liquidity system has come under pressure from large, concentrated positions. 

On March 13, 2025, the platform’s Hyperliquidity Provider (HLP) vault took a roughly $4 million hit after an oversized Ether (ETH) position was unwound, triggering liquidations under thin market conditions. After the incident, the team said that losses stemmed from market dynamics rather than a protocol exploit. 

Related: Onchain perp DEX volumes fall for five straight months after October peak

A similar episode occurred later that month involving the JELLY memecoin. On March 27, 2025, a trader used multiple leveraged positions to exploit the platform’s liquidation system.

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However, the final outcome remained unclear, with Arkham saying the trader withdrew about $6.26 million but may still have ended up down nearly $1 million.

On Nov. 13, 2025, a similar pattern occurred when a trader built large leveraged positions in the POPCAT market, triggering cascading liquidations that left a $5 million hole in the HLP vault. Community members said the strategy appeared designed to create and then remove liquidity to force the vault to absorb the impact. 

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