Design is the next place where models are learning to output structure instead of pixels.

Vyb, a design model from Coco Labs, builds a graphic element by element, each on its own layer, so text stays live text, graphics stay vectors and photos stay pixels.

That changes what you get back. The headline can be retyped. The logo is the logo file, pulled from your website along with your fonts and exact colors.

Across 145 randomly chosen Google fonts, scored by pixel overlap (IoU) against a programmatic render, Vyb reached 90.3%. The measurement ceiling on that test is 94.4%, and the strongest image model in the comparison reached 76.0%.

Because every layer keeps its native type, the export to Figma carries the structure across intact.