Bose Soundsport stay in the ears. I've had the Surface Buds fall out multiple times because they are maybe only marginally better than Apple Airpods when it comes to staying in the ears... If your anatomy is not right - they WILL fall out, and likely on the floor.
However, the hissing/popping with the Bose earbuds is maybe 1/10th that of Surface Buds.