Roasting the almonds first gives the nut butter a deeper colour and flavour - both are delicious, but my preference is with roasted. Roasting the almonds is easy too.  (I didn't soak or activate mine first - knock yourself out if you want to do this.) This recipe uses quite a lot of almonds, so