A “runaway bot” drove Hyperliquid’s HYPE token to $98 on Lighter DEX, highlighting skinny liquidity dangers on DEXs.
One dealer claimed to have profited to the tune of $600,000 in the course of the anomaly.
The DEX erased the worth wick from its entrance finish, sparking a debate round knowledge transparency.
A “runaway bot” triggered a violent value spike for the HYPE token, briefly sending it to $98 and igniting a debate over liquidity and frontend transparency on decentralized exchanges.
Hyperliquid’s HYPE token skyrocketed from $47 to roughly $98 in a minute on the decentralized alternate Lighter earlier than crashing again down on Monday.
A runaway bot jammed by the HYPE e-book with measurement, there have been no liquidations or different hostile results past this. Low quantity was traded at very excessive costs, leaving the wick in creates scaling points for the chart so it was scrubbed from the entrance finish.
In a tweet, the Lighter workforce acknowledged {that a} “runaway bot” aggressively cleared the order e-book, jamming automated orders by a thin-liquidity market.
Whereas the workforce scrubbed the large value wick from its official front-end show to deal with “scaling points for the chart,” immutable on-chain knowledge confirms the occasion.
One dealer claimed to have captured a $600,000 revenue in the course of the anomaly, highlighting the benefits of fixed monitoring in DeFi’s risky markets.
Picture: Lighter DEX
“Whereas the dealer could seem fortunate, this episode underlines that vigilant monitoring of marginal markets, order-book asymmetries, and bot exercise can yield outsized positive aspects,” Lacie Zhang, Analysis Analyst at Bitget Pockets, advised Decrypt. “The chance existed exactly as a result of somebody was watching and capitalized on a bot-driven distortion earlier than the market corrected.”
“We will see that $HYPE spiking to $100 on Lighter.xyz was a traditional case of a liquidity vacuum exploited by an autonomous buying and selling bot,” Slava Demchuk, CEO of AMLBot, advised Decrypt. It displays how low-volume DEX environments improve value anomalies, Demchuk added, suggesting that whereas it might seem like a fortunate play, this occasion highlights why real-time DeFi monitoring is necessary.
So lengthy story quick, $HYPE rip-off depraved to $100 on @Lighter_xyz and I used to be in a position to instinctively unload my 66K HYPE place on $LIGHTER from $49 for a revenue of over half 1,000,000 {dollars}.
These eventualities are simply examples of DUMB LUCK and in addition being paid for paying consideration at… pic.twitter.com/N0SsOpxXWD
— HypeTrader 娘逼 | Sniperliquid.hl (@MomentumKevin) October 27, 2025
Illiquid crypto markets
The occasion underscores systemic dangers in illiquid crypto markets.
“Unchecked bot-driven anomalies can distort value discovery, mislead liquidity suppliers about actual market depth, and create false equilibrium states,” Zhang mentioned.
“Bot-driven anomalies distort costs and drain liquidity, creating synthetic volatility that may set off cascading results throughout markets,” Youngsun Shin, Head of Product and Partnerships at Flipster, advised Decrypt. “Over time, such gaps can result in loss of life spirals, destabilizing market makers and even inflicting DeFi protocols to break down.”
Specialists advised that DEXs want embedded safeguards to stop repeat incidents. “DEXs ought to embed market safety measures immediately into sensible contracts, resembling circuit breakers, volatility throttles, and liquidity thresholds,” Shin added.
The workforce’s determination to change the front-end charting has additionally drawn scrutiny. “By eradicating the intense wick, Lighter sought to boost the person expertise whereas preserving uncooked onchain knowledge,” Zhang advised Decrypt. “However that call raises belief questions: some merchants see it as masking actual market situations.”
“Eradicating wicks from front-end charts could find yourself decreasing value volatility,” Demchuk mentioned, however cautioned that it “dangers undermining transparency—and that’s undoubtedly one thing regulators and merchants each watch intently.”
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