Throughout the course of Speed Racer, Racer X's identity is constantly revealed to the audience in almost every episode in which he appears, while Speed is unaware of it.
It was acknowledged by both Pops and Speed over the years that Racer X was the superior driver of the two, and the greatest driver that they had ever seen, but Speed always vowed to defeat Racer X as the two vigorously competed.