Weight after eating is not a good predictor for how a food will affect body composition. Examples of two extremes: you could eat a big salad that's relatively heavy (water + fiber) but that weight won't stick around more than a day. Or you could have a bunch of cookies that are relatively light weight, but easily tip your energy balance and end up increasing body fat.