Palm released a tiny Android phone in 2018, but the performance was crap so it didn't sell. Smaller phone means smaller battery and fewer cutting edge components, unless you fab everything yourself, making it more expensive. The tradeoffs don't work unless you're the richest company in the world.
More accurately, I think that would be "unless you sell the most phones in the world." A niche iPhone still sells more phones than Google.