Research indicates that Hyperliquid's crude oil contract depth was significantly lower than CME's during overlapping weekday hours, with figures showing $152,000 compared to CME's $19 million within a plus or minus 2 basis point range. According to NS3.AI, the study also revealed that Hyperliquid's weekend price discovery improved over three weekends, eventually becoming a reliable indicator for predicting the direction of CME's Monday opening by the third weekend.