There are CSPRNG constructions based on AES that would probably be appropriate, but they are still a huge performance hit. PCG, Xorshift, Xoshiro, and the like are all about 50x faster than the fastest CSPRNGs in sustained throughput, and also have smaller state and much less spinup time.