The rule of thumb I was taught was that going from a DSP/GPU to a custom ASIC would give you a 10X advantage in performance/power which is pretty close to this.

The rule of thumb I was taught was that going from a DSP/GPU to a custom ASIC would give you a 10X advantage in performance/power which is pretty close to this. And look at how much bitcoin mining ASICs out compete GPUs.