(Both of these are a couple of years old. I'm sure there's newer data out there that looks even beter.)
Newer batteries chemistries are slowly arriving, but they mostly aren't replacing Li-ion because Li-ion is getting better all the time. Except in specific circumstances. Like the Sodium-Ion ones that work far better at low temperatures and entered mass production two months ago: