Your question is OLS vs WLS Regression. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
What are the core differences between Ordinary Least Squares (OLS) and Weighted Least Squares (WLS) linear regression models, and when would you apply each?