How much do the participants of speeders earn?

As in the "unsuspecting motorist" that is speeding? If so, the do you mean besides the fact that they get an actual speeding ticket?

The show Speeders is just like the show COPS. The "participants" are actual speeders (in Speeders) and actual criminals (in COPS) along with actual police officers in both.

The only "fake" police show was Reno 911, which was a mockumentary of COPS.