Nothing can beat natural down when it comes to insulation relative to weight.
Down has a complex structure which allows it to trap and retain your body heat. Down also has good wicking properties and packs very small. Some properties can also be water-repellent. The main disadvantage is that down collapses when wet and then loses all its ability to keep you warm. You can find the down jackets shown in the picture here woman and men.