We use radix-4 decimation in frequency FFT.
The reason why we choose radix-4 but not radix-2 is that radix-4 requires fewer stages. And also, researchers have done good job on Real FFT, which reduces the cost both in processing stages and memory and improves scalability of radix-4 FFT [3].