One of the largest crypto whale or institutional wallets has suffered one of the worst losses to date in crypto trading, when a significant bet on AI agent tokens went terribly wrong.
On-chain analysis published by Lookonchain indicates that the investor purchased a number of AI-oriented tokens on Base for about $23.01M, only to dispose of the holdings at a much lower price of around $2.58 million, securing an eye-popping loss of $20.43 million, or an 88.77% loss on investment.
The data shows the dangers related to speculative stories, especially in fast trading industries such as AI-based crypto assets.
Breakdown of the Losing Positions
The portfolio of the crypto whale comprised six AI agent tokens that include FAI, AIXBT , BOTTO, POLY, NFTXBT, and MAICRO. All the positions had resulted in heavy losses and none of them made a profit.
The biggest hit was by FAI where the investor acquired over 245.8 million tokens at a price of over 10.69 million dollars. At the time of the sale of the position, it gave revenues of just $822,166, which made it lose almost $9.87 million and yield a ROI of -92.31.
The other significant loss happened with AIXBT . The whale spent 9.32 million dollars in purchasing more than 46.3 million tokens but sold them at around 1.52 million dollars which means that the whale made a loss of 7.81 million dollars or 83.74 ROI.
Smaller Positions, Severe Damage
Even the minor allocations did not escape excessive downside pressure. BOTTO investment of 1.12 million dollars had been reduced to only 183,311 dollars and POLY was even worse, with its ROI dropping to -98.63, converting 850,262 dollars into hardly 11,679 dollars.
The losses persisted in NFTXBT and MAICRO, where it fell more than 89 and 99 percent, respectively. Overall, all of the AI agent tokens in the portfolio had fallen by an almost entirely negative percentage by the time of the liquidation.
Rapid Exit Signals Capitulation
According to on-chain transfer data, the whale dumped tens of millions of tokens in a small period of about 8 and 9 hours, representing a planned and desperate evacuation. Massive transfers of tokens were made to liquidity destinations and swap contracts indicating that the investor opted to liquidate immediately instead of unwinding the investment gradually.
This is usually a sign of giving in, and is often caused by crumbling liquidity, prolonged declining prices, or loss of faith in the long-term viability of a project.
A Cautionary Tale for AI Crypto Hype
This incident highlights the risks of pursuing narrative-based rallies without the adequate risk management. AI is still among the strongest trends in legacy technology and crypto markets, yet the present case proves that not every AI-branded token will be able to have a long-term value attached to it.
To both retail and institutional actors, the incident will be a reminder that high conviction bets may still lead to disastrous losses, particularly in low liquidity or immature token ecosystems. The changing nature of the AI crypto industry will also likely make investors more discerning, focusing on fundamentals, transparency, and token economics sustainability as opposed to short term hype.
