That's what people don't really understand about CPUs these days. DRAM is stuck on 10nm (and even that was a big effort to move there). The capacitor circuit DRAM uses doesn't work if you reduce the size much more, and so it can't be scaled down, and this is not changing. We're pretty much stuck on memory speed almost regardless of chip advances (at least for the individual chips, but we're already using 8 and 16 and more chips at the same time. Something like for your byte: bit 1 -> chip 1, bit 2 -> chip 2, ... So instantaneous read is not actually reading 8 adjecent memory cells but 1 parallellized read)

I wonder if/when we'll reach the point that it's cheaper to manufacture SRAM (with 6 transistors per bit if I recall correctly) than it is to manufacture DRAM. (with 1 transistor and 1 capacitor per bit)

The transistors get smaller every year. The capacitors, like you say, don't anymore. At some point those 5 extra transistors will be cheaper than the capacitor, unless Moore's Law well and truly bites it.