The cylinder design he's using is inspired by the early Cray models. Cray 1 had a performance of 80 MFLOPS. Cray X-MP had a performance of 800 MFLOPS. The Cray 2 (which looked substantially different) reached 1.9 GFLOPS in 1985.
1993-1996, Numerical Wind Tunnel - a 140 CPU vector computer, was at the top most of the time. It reached it's all time peak at around 235.8 GFLOP/s
Even ASCII Red, which held the top spot until the end of the 20th century, only reached 1.3 TFLOPS.
So unlike if you built a model of a Ferrari at home, this thing actually substantially outperforms the fastest supercomputers up until the mid 90's.