Tested & ranked
The best AI image model for product photos
2 prompts · 2 models · three verdicts · Last tested Oct 5, 2026
E-commerce and studio product shots: materials, lighting, labels and clean composition.
Full ranking
| # | Model | Editor | AI judge | Community | $/image | Time to image |
|---|---|---|---|---|---|---|
| 1 | FLUX.2 [pro]Black Forest Labs | 4.4 | 4.7 | soon | $0.028 | 10.4 s |
| 2 | FLUX.2 [dev]Black Forest Labs | 3.1 | 3.3 | soon | $0.011 | 9.1 s3.3 s generating |
Ranked by editor score, falling back to the AI judge. How we test
“Studio product photo of a frosted glass skincare serum bottle with a bamboo cap, standing on a wet dark slate stone. Soft window light from the left, tiny water droplets on the glass, shallow depth of field, clean neutral background. The label reads "LUMA" in a minimalist sans-serif font.”
Tests: Label text reads exactly "LUMA" · Frosted glass and bamboo materials look believable · Water droplets on the bottle and wet slate surface · Light clearly comes from the left
![FLUX.2 [dev]: product-photo-serum-bottle](https://img.promptlineup.com/image/product-photo-serum-bottle--flux-2-dev--s1-512.webp)
![FLUX.2 [pro]: product-photo-serum-bottle](https://img.promptlineup.com/image/product-photo-serum-bottle--flux-2-pro--s1-512.webp)
“Top-down flat lay e-commerce photo of a single white leather sneaker with orange accents on a pastel sage green background, surrounded by a folded beige sock, a pair of sunglasses and a small potted succulent. Even soft lighting, crisp short shadows, generous empty space.”
Tests: True top-down (90°) camera angle · All four objects present: sneaker, sock, sunglasses, succulent · Sneaker anatomy is correct (laces, sole, eyelets) · Clean composition with short, consistent shadows
![FLUX.2 [dev]: product-photo-sneaker-flatlay](https://img.promptlineup.com/image/product-photo-sneaker-flatlay--flux-2-dev--s1-512.webp)
![FLUX.2 [pro]: product-photo-sneaker-flatlay](https://img.promptlineup.com/image/product-photo-sneaker-flatlay--flux-2-pro--s1-512.webp)