Warner scored his second century of the Ashes series on day three of the third Test at the WACA Ground and now has 457 runs at an astonishing average of 91.40 over the three matches.
Rogers and Warner produced a 157-run opening stand – their best as a partnership at the top of the order – as Australia built a lead of 359 runs over England and edged a step closer towards regaining the Ashes.
Warner clubbed 17 fours and two sixes on his way to his fifth Test century and second in Perth as Rogers, who made 54, watched in awe.
"It's not that easy out there, so for him to be playing the way he is, I don't think anyone can play as well as he is at the moment," Rogers said.
"It's unbelievable and takes the pressure off me.
"I think he just has an option for every ball and that's an amazing skill to have.
"Batting down the other end, you know you've still got to wait for bad balls from the opposition, but he can make bad balls happen.
"To be able to hit the fast bowlers over their head for six…it's an amazing ability to do."
Rogers, who played for a decade with Western Australia before moving to Victoria after his Test debut in 2008, expects the cracks in the WACA pitch to become more influential over the next two days.
The 36-year-old opener was hit in the ribs by a delivery from Ben Stokes that sprayed off a crack not long after he had reached his half-century.
Australia paceman Mitchell Johnson hit a crack earlier in the day that veered sharply off the pitch and forced wicketkeeper Brad Haddin to lunge desperately in a bid to prevent the ball from going to the boundary.
"I can't remember cracks like this, but to be fair I reckon it's the best WACA pitch I've played on in a long time," Rogers said.
"All in all, it's a good surface and these cracks are going to come more into play.
"It's flat, which means we have to put ourselves in a good position, but equally so if these cracks keep widening, then it's going to be very hard to bat on – and a little bit scary."