Answer
The Fermi energy for electrons is much larger than the thermal energy.
Work Step by Step
As explained on pages 1423-1424, if we used an ideal gas model for electrons, their average energy would be less than 10 percent of the value given by the free-electron Fermi speed. Temperature does not play a large role in determining the electron speed, the Pauli exclusion principle does.