It's pretty well established that calories alone, not macronutrient composition, are what is responsible for weight loss: https://examine.com/nutrition/what-should-you-eat-for-weight.... There are plenty of studies comparing low-carb diets to not and no difference in weight loss was found when controlling for calories.