Study flags WLFI as early signal

A new study suggests the Trump-linked World Liberty Financial Token may have acted as an early warning signal before a $6.93 billion crypto liquidation event that rattled markets on Oct. 10, 2025.

According to analysis by Amberdata, World Liberty Financial Token began a sharp decline more than five hours before Bitcoin fell roughly 15% and Ethereum dropped about 20% during a cascade of leveraged liquidations.

“A five-hour lead time is hard to dismiss as coincidence,”

Said Mike Marshall, author of the report, adding:

“That duration is what separates a genuinely actionable warning from a statistical artefact.”

The report found WLFI’s hourly trading volume surged to around $474 million, more than 21 times its normal level, while funding rates on perpetual futures spiked to levels implying annualised borrowing costs near 131%.

Researchers said the activity appeared instrument-specific rather than market-wide, noting WLFI’s more concentrated holder base compared with Bitcoin’s broadly distributed ownership.

Amberdata argued the transmission mechanism likely stemmed from leverage, as WLFI’s rapid price fall reduced collateral values and forced traders to liquidate more liquid assets, accelerating broader declines.

Marshall cautioned that the findings are based on a single event and do not prove predictive reliability, adding that the usefulness of such a signal may diminish if it becomes widely monitored and arbitraged.

At the time of reporting, World Liberty Financial price was $0.1007.