Energy efficiency of 5090 is slightly worse than 4090

Despite the big jump in energy efficiency in the previous two generations. Nividia dropped the ball this time. It is only saved by the higher VRAM size and significantly higher memory bandwidth.

Card RTX TITAN 3090 4090 5090
FP16 TFLOPS 65.25 142.32 330.4 419.01
TDP 280W 350W 450W 575W
GFLOPS/W 233.03 406.63 734.22 728.71

Some might attribute the energy efficiency gain can be constrained by smaller transistor size. But if you look at the 96W MacBook Pro 14in using the Max chips, their energy efficiency gain is steady. The only conclusion is that Nvidia did a poorer job at chip design going from 4090 to 5090.

Chip M1 Max M3 Max M4 Max
FP16 TFLOPS 21.2992 28.672 34.4064
GFLOPS/W 221.87 298.67 358.4