Strength-toughness clash of polypropylene (PP) pipe is an insurmountable bottleneck for the potential application. Here, we successfully prepared PP pipe with simultaneously enhanced toughness and hoop strength via addition of soluble β-nucleators (β-NAs) and application of helical flow in the extrusion. The outstanding combination of strength and toughness in the PP pipe depended on the loading content of β-NAs and the helical pattern, which determined the morphology and alignment of β-crystals. At the low content, β-NAs dissolved completely into the PP melts and distributed homogeneously to promote the formation of β-spherulites in the PP pipe. When the loading content exceeded the solubility limit, the β-NAs partially dissolved and upon cooling, the dissolved β-NAs grew preferentially on the undissolved ones along one direction, assembling into the fibrous aggregates. With the guidance of helical flow, the fibrous β-NAs aligned off the axis and functioned as an oriented template to trigger the PP crystallization on the surface into hybrid β-shish-kebab with fibrous β-NAs as shish. Increasing rotation speed of mandrel and die elevated hoop contribution to obtain the β-shish-kebab with a deviated angle of 55 , endowing the prepared pipe with high hoop strength and toughness.