No. The deepest point in the Pacific Ocean (and on Earth) is the Challenger Deep in the Mariana Trench (~10,925 m / 35,843 ft). The midnight zone (bathypelagic zone) is a depth layer between 1,000–4,000 m—not a location.
Challenger Deep is in the hadal zone. The midnight zone lies thousands of meters above it. Different categories: one is a point, the other a global layer.