Two units with the same dimensions are not always equivalent, even if they are both in SI. Dimensional analysis can show that units share dimensions, but this does not imply they represent the same physical quantity. For example, torque and energy share the same dimensional units (Newton-meters) but denote different concepts. Additionally, properties like resistivity and resistance, or stress and pressure, illustrate that similar dimensions can arise from different physical contexts. Therefore, while dimensional analysis is useful, it does not guarantee equivalence between units.