Before Flex became popular (around 2014), the float-based grid system was the most reliable because it still has the most browser support among the alternative existing systems (flex, grid).
Bootstrap was using the float approach until Bootstrap 4 which switched to the flex-based approach. As of writing (2020), flex is the recommended approach for building grid systems and has decent browser support.