Why do point contact diodes use wire whiskers?
The breakdown voltage depends on the radial gap between conductors around 1~3V / um for air and more for creepage on silicon. 

For this reason 1N4xxx series use a large gap.  

For LED's it is a question of blocking the light so the smallest gold whisker blocks the least light.