MI & Redmi both are sub-brands of Xiaomi.
MI smartphones are a bit costlier than Redmi smartphones.
Redmi smartphone range starts at a low range price and MI smartphone range starts at a mid range price.
The statistics say that MI phones get quicker updates & 2 Major Updates compared to Redmi phones having 1 Major Update.