What Is Sweet Paprika? Sweet paprika is usually a ground, dry spice made out of sweet, vibrant dried crimson peppers. It’s not spicy, relatively sweet paprika is fruity, slightly tart and bitter, not to mention, pleasantly sweet. It’s one of the most intensely used spices in Hungarian Delicacies and the very best sweet paprikas are sourced from