It reminds me of Richard Feynman not seeing any point in honors like the Nobel Prize. It may apply here, though many people think differently than he. Still, I suspect people don't go into physics for the money. They probably like the recognition of their peers, but I expect winners of this new award will already have that.
Feynman said, "I don’t see that it makes any point that someone in the Swedish academy just decides that this work is noble enough to receive a prize — I’ve already gotten the prize. The prize is the pleasure of finding a thing out, the kick in the discovery, the observation that other people use it — those are the real things. The honors are unreal to me. I don’t believe in honors."
From the article: "future recipients of the Fundamental Physics Prize, to be awarded annually, will be decided by previous winners."
More on Feynman, again not directly related, but close: he became so exasperated [at the National Academy of Sciences] that he resigned his membership, saying that he saw no point in belonging to an organization that spent most of its time deciding who to let in.