Do I need a women-specific sleeping bag?

Women-specific bags typically add insulation in the footbox and torso and have a shorter, narrower cut. Community discussions on r/Ultralight note the extra weight is a real tradeoff, but reviewers who sleep cold consistently say the added warmth is worth it. If you sleep warm, a unisex regular or short usually works fine.