Roller bearings are designed to handle higher radial and axial loads compared to ball bearings, making them suitable for heavy-duty applications. Roller bearings often provide greater radial clearance, allowing for thermal expansion and contraction in machinery, reducing the risk of binding or seizing. The rolling motion of rollers reduces friction compared to sliding contact bearings, resulting in smoother operation and lower energy consumption