Same goes with the consonants. You just have to eliminate the vowels from the default wheel to get a consonant random generator wheel picker.
Now, this tool is not limited to generate random letters of just the English language. You can try this wheel for French, German, Spanish, Greek Hebrew, Arabic, or any other language. You just have to enter the letters of the particular language and customize it as per the above instructions.