The Russians outnumber the Ukrainians about 7 to 1 in Bakhmut. Using Zerg tactics. Attacking continuously, wave after wave, probing for weaknesses. Their casualty ratio is probably also around 7 to 1. Somewhere between 5 and 10 anyway.

— Andrew Perpetua (@AndrewPerpetua) December 2, 2022