Seems like fpga are more for hardware designs that need more compute than a DSP can provide. It’s nearly impossible to beat modern GPUs for compute power, but they also can’t or aren’t be integrated into a board that controls a microwave transponder, radar, or whatever. I’m a laymen though, hopefully someone will correct this post.