In a dramatic fluctuation where the price of APE surged over 110% in a short period, Onchain Lens detected an unusually precise high-leverage long and short hedge trade: the related address first deposited 75 ETH (approximately $174,000) into Hyperliquid as margin, simultaneously opening long and short positions on the APE contract, and then purchased 1,027 ETH on the Hyperliquid platform (reported valuation approximately $2.37 million) and withdrew it, as well as buying an additional 26 ETH on-chain. Overall, the address bought a total of 1,053 ETH, ultimately realizing a profit of 978 ETH, equivalent to about $2.27 million, far exceeding the initial margin multiple. This structure of “low principal – high leverage – long and short hedge” achieved almost seamless profit during the price surge window, raising community suspicions of insider trading behavior.

Appearing alongside this controversial $2.27 million trade was a more typical high-leverage long gamble: Lookonchain revealed that a newly created wallet address 0x0b8a sold 75 ETH on Hyperliquid, cashing out approximately $174,000, and then immediately went long on approximately 9.19 million APE with about 5x leverage, with a nominal value of about $1.03 million, magnifying the profit and loss exposure from single asset price volatility. Whether the trading entities overlapped is uncertain, but it is confirmed that around this sudden rise in APE, numerous high-leverage positions and complex long and short structures betting small have emerged on Hyperliquid.

The larger context is that the entire derivatives market was in an extreme leverage environment during the same time. TechFlow cited CoinGlass data, stating that on April 24, within the past 24 hours, the total liquidation amount in the crypto market reached $171 million, with long liquidations amounting to about $101 million and short liquidations about $70.44 million, involving a total of 82,120 traders being liquidated; the largest single liquidation order occurred in Hyperliquid's BTC-USD trading pair, valued at $3.58 million. In contrast, glassnode noted in its public information on April 24 that, over the past two months, whale accounts on Hyperliquid had been consistently betting on price breaks, steadily increasing their long positions, and described these large perpetual contract traders' overall position structure as having a “strong bullish sentiment.”

Under the environment of whales continuously increasing their positions, high leverage accumulation across the network, and concentrated liquidation emerging on Hyperliquid, the trade made during the APE surge window, through long and short hedging and substantial ETH back-and-forth operations, realizing about $2.27 million profit, is viewed in light of a higher market risk narrative: on one side, many high-leverage participants were liquidated amid severe fluctuations, while on the other side, certain addresses completed capital amplification and precise cash-out almost at the turning point of the minute line, which has become the focal point of community debates regarding “whether there is an insider information advantage.”

Cloud of APE Surging 110%

In the dramatic fluctuation window where APE increased over 110% in a short time, Onchain Lens first pinpointed a financial trajectory that was extremely uncharacteristic of “retail traders”: the related address initially deposited 75 ETH into Hyperliquid as margin, simultaneously establishing long and short positions on the APE contract, which is equivalent to setting up a framework to bet on “dramatic volatility” while waiting for the market to provide an answer.

Structurally, this type of “opening both long and short” layout means that the address is not directly betting on direction but rather betting that at some future point, there will be sufficiently large unilateral volatility: once APE rapidly diverges from the original range in one direction, the profitable side can magnify profits while the losing side, if positions and margin are set appropriately, remains controlled within an acceptable range. In other words, it is using more trading fees and margin to gain exposure to “the volatility itself.”

In the subsequent market where the APE price doubled within a short period, the weird aspect lay in the following capital flows: Onchain Lens disclosed that after completing the long and short position operations, the address turned to purchase 1,027 ETH with substantial funds on Hyperliquid, valued at approximately $2.37 million, and quickly completed the withdrawal; shortly thereafter, an additional 26 ETH was purchased on-chain. The total purchase amounted to 1,053 ETH, and compared to the initial margin of 75 ETH, this round of operations ultimately realized a book profit of 978 ETH, equivalent to about $2.27 million, multiplying the principal by more than an order of magnitude.

This path reveals a relatively complete capital closed loop:
● First, using 75 ETH to establish a long and short hedge structure on the APE contract to profit from the amplified net profit after volatility;
● Then quickly converting the rights released from the contract into a large ETH spot exposure, locking it in on-chain through withdrawals;
● Simultaneously supplemented by the extra 26 ETH purchased on-chain, consolidating the overall returns directly into ETH positions that can be held and transferred.

It is this coherent chain of “opening both long and short – hitting APE's doubling – consolidating ETH withdrawals” that makes the $2.27 million profit particularly glaring in the eyes of the community: on one side, many high-leverage addresses faced liquidation during the same period, while on the other, a single address almost completed capital expansion and profit realization in the most favorable fluctuation interval. Based on this extremely precise timing choice and the returns exceeding conventional strategies, the related operation has been directly described as “suspected insider trading” in reports, raising discussions on information asymmetry.

It should be emphasized that all public information currently only covers on-chain behavior and profit results: we can confirm the scale of the address's margin, the combination of contract direction, the rhythm of large ETH purchases and withdrawals, and the final profit scale of 978 ETH; however, whether it possesses undisclosed information, or if there are any interests with the project parties, institutions, or platforms, the existing data does not confirm. The term “insider trader” is closer to a speculative label based on abnormal profits and operational precision, rather than a formal qualification from regulators or platforms.

75 ETH Leveraging Million-dollar Positions

In line with the aforementioned suspected insider arbitrage scale of “75 ETH margin,” monitoring agencies also captured another operation starting from 75 ETH on the same platform, but with a more aggressive betting approach. Lookonchain reported on April 24 at 21:54 that a newly created wallet address 0x0b8a directly sold 75 ETH after transferring it to Hyperliquid, cashing out approximately $174,000 to use as contract margin.

After realizing the spot ETH, the address did not choose to diversify its positions, but instead amplified this margin into a high-leverage unilateral bet: 0x0b8a immediately opened a long contract with about 5x leverage, betting on about 9.19 million APE, corresponding to a nominal value of approximately $1.03 million. With 75 ETH as the bottom position, through Hyperliquid's margin and leverage mechanism, it was expanded into a million-dollar level of one-way risk exposure on a newly created wallet, reflecting a very high risk appetite and strong unilateral expectation for APE's future trends.

It is important to note that current public information can only confirm that both monitoring instances revolve around the “75 ETH starting” margin scale: one being the address recorded by Onchain Lens that engaged in a long-short hedge and then purchased a large amount of ETH, realizing a profit of about $2.27 million, and the other being the address disclosed by Lookonchain 0x0b8a, betting on APE with 5x leverage using a 75 ETH margin. The briefing did not provide clear evidence that the two are the same entity or that there was any direct capital flow, and this “similarity at the 75 ETH scale” can currently only be viewed as a possible associative clue; whether it can be linked through more on-chain data still requires further observation and verification.

The Cost of $171 Million Dual Explosion

Pulling the perspective back from the “75 ETH scale” case to the entire market, the April 24 statistics itself signifies a window of collective high-leverage clearing. According to CoinGlass data, within the past 24 hours, the total liquidation amount in the cryptocurrency market reached approximately $171 million, and around the time when APE surged over 110%, concentrated liquidations of overall market leverage positions occurred.

From a structural standpoint, this isn’t a one-sided squeeze but a standard “dual explosion” of long and short. The same data source indicates that within 24 hours, long liquidations amounted to approximately $101 million and short liquidations approximately $70.44 million: while longs were being continuously taken out at upward price movement, shorts who have positioned for a reversal too early were also forcibly liquidated, indicating that the price volatility was sufficient to cover the mainstream entry zones for both longs and shorts, causing a large number of high-leverage positions to be swept out simultaneously.

Further breaking down by mainstream assets shows that this round of volatility was not limited to edge assets like APE but was part of an overall amplified volatility cycle. According to CoinGlass statistics, the liquidation amount for BTC in the past 24 hours was about $2.07 million, while ETH was about $1.71 million. Including other assets, a total of 82,120 traders faced liquidation within these 24 hours. This means that even BTC and ETH, which tend to have more liquidity and controllable volatility, experienced considerable leveraged liquidations during this round of fluctuations.

Within this data, the participation and risk exposure of Hyperliquid were visually amplified: the largest single liquidation order across the network in the past 24 hours occurred in Hyperliquid's BTC-USD trading pair, valued at about $3.58 million. Just this one order exceeded the total liquidation amount of $2.07 million for BTC across the network, indicating that in extreme market conditions, the leveraged exposure of a single account or aggregated position on Hyperliquid can expand beyond the “network average.”

Combining the narrative described by glassnode of “over the past two months, large perpetual contract traders on Hyperliquid increasing their long positions steadily while overall sentiment remains strongly bullish,” a clear environment can be inferred: on one side, large long leverage has been accumulated on the platform over time, and on the other side, the external market suddenly amplified volatility on products like APE, resulting in a dual liquidation of $171 million and 82,120 traders being forced out. In contrast, the account that accurately profited about $2.27 million during the APE surge seems to be harvesting the few surviving chips from the ruins of leveraged liquidation.

Whales Increasing Positions Over Two Months

In connection with the previously mentioned round of $171 million liquidations, another parallel flow of capital can be seen—the large accounts on Hyperliquid's long leverage were not cleared by market volatility but have continued to be increased over the past two months. According to public information from glassnode, relayed by several media outlets including Odaily Planet Daily, TechFlow, and Foresight News on April 24, large perpetual contract traders on Hyperliquid “have been betting on price breakouts,” steadily increasing long positions, summarized by glassnode as “strong bullish sentiment.”

This indicates that on the same chain and platform, while price fluctuated dramatically and retail traders faced mass liquidations, a few large whale accounts holding substantial chips chose to take the opposite rhythm: they were not passively reducing positions but were actively accumulating long positions within the oscillation range, betting on upward breakthroughs. As glassnode points to “large perpetual contract traders,” these long positions are naturally concentrated in a few accounts, with position and risk also highly concentrated:
● When the market successfully breaks through, the concentrated longs can amplify the upward trend, forming a “tailwind amplifier” for price and market sentiment;
● However, if the market reverses and these large longs are forced to collectively reduce or close their positions, the concentrated risk may conversely exacerbate declines and cause secondary liquidations.

When looking at the behavior of such whales alongside the April 24 CoinGlass liquidation data, structural differentiation becomes even more apparent: on that day, the entire market experienced $171 million in liquidations within 24 hours, of which approximately $101 million were long liquidations, and about $70.44 million were short liquidations, with a total of 82,120 traders being liquidated in 24 hours. The largest single liquidation order appeared in Hyperliquid's BTC-USD trading pair, valued at $3.58 million. The situation of whales steadily increasing long positions and exhibiting strong bullish sentiment contrasts sharply with the widespread distribution of retail accounts across the entire market, which were concentratedly liquidated during the same period.

If we consider this continuous increase of whales as being closer to “institutional funds,” the current structure seems more like: on one end are large accounts on platforms like Hyperliquid that have been betting on price breakouts for extended periods with an overall bullish stance, while on the other end are a large number of medium and small traders who participated with high leverage during short-term dramatic fluctuations, ultimately being liquidated during the $171 million liquidation wave. The former endures turbulence through time and capital advantages, continuing to go long, while the latter becomes the counterparty and source of chips implied in the “strong bullish sentiment,” having their risks amplified in an environment of high leverage.

Information Asymmetry and Survival Under High Leverage

Placing these various clues on the same map, the current risk–reward structure of Hyperliquid becomes relatively clear: on one end, there is a suspected insider arbitrage address that achieved almost “zero error” in leverage and closing rhythm using 75 ETH as margin during a window when APE surged over 110%, eventually accumulating to 1,053 ETH, realizing a profit of approximately 978 ETH (about $2.27 million); on the other end, on the same day, the newly created wallet 0x0b8a sold 75 ETH cashing out around $174,000, and then directly leveraged to go long on approximately 9.19 million APE (with a nominal value of about $1.03 million) at nearly 5x leverage, alongside the overall market liquidations totaling $171 million, with the maximum single liquidation of $3.58 million occurring in Hyperliquid's BTC-USD trading pair. Coupled with glassnode's description over the past two months of whales increasing their long positions and the dominance of “strong bullish sentiment,” the yields and risks on this platform present strong differentiation among different levels of participants: a few benefit from information and structural advantages, profiting from abnormally high returns, while a large number of high-leverage retail traders bear the brunt of liquidations and serve as counterparties.

From the perspective of individual traders, this structure inherently entails an increased difficulty of survival. On one hand, on-chain monitoring can only reconstruct behavioral trajectories; it cannot explain the information sources behind the actions. Given that no public information has disclosed any insider qualifications, and whether the platform has intervened in investigations is unknown, the long-short combination that realized about $2.27 million in profit is nearly impossible for outside participants to replicate. On the other hand, the continuous accumulation of long positions by the whales disclosed by glassnode has objectively raised the overall leverage levels and the pressure threshold for the “bullish consensus,” making it easier for later entrants to be swept up by emotions and enter with higher leverage without fully understanding their own margin structure and liquidation mechanisms. Thus, while there are large accounts able to enter and exit accurately during short-term fluctuations on Hyperliquid, there are also over 80,000 traders passively liquidated during the $171 million liquidation wave, many of whom likely bear the amplified tail risks in an environment of high information asymmetry and prevalent high leverage.

In the future, if one were to judge whether this wave of APE and the risk structure of Hyperliquid would evolve into a new inflection point, several clues are worth continuously monitoring: ● First, continuously track the subsequent on-chain behavior of these suspected insider arbitrage addresses—whether they replicate similar long-short combinations and capital flow paths on other assets, and whether they form high-frequency interactions with specific capital clusters, which is key to assessing whether “abnormal profits” are random events or systematic operations; ● Second, observe the changes in Hyperliquid's proportion in the large liquidations and abnormal trades across the network, especially whether similar $3.58 million level liquidation orders continue to appear frequently on the platform, and whether their weight in the overall market liquidation structure increases, which will directly reflect the concentration level of leverage risk on the platform; ● Third, combining data sources like glassnode, monitor whether there are notable points of reduction or increase in long positions for whales on Hyperliquid—once long positions concentrate and reduce at high levels or are further amplified, it often indicates that the internal risk–reward map of the platform is being rearranged; for medium and small traders, timely identification of these rhythm changes may be one of the few “self-rescue” strategies in this high information asymmetry, prevalent high leverage environment.

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