tufty.ai

How the workflow runs

Generation takes four steps. Start with a product photo — tops, bottoms, shoes, headwear or eyewear — either uploaded or picked from the product library; a set of up to four pieces counts as one product. Add a pet: upload a photo, or choose a dog, cat or other pet from the model library. Set the aspect ratio (1:1, 3:4 or 9:16), the quality level and how many images to make, up to four. Generate and download, or send a result to Image to Video for a 5- or 10-second clip at 720P or 1080P.

A CLI workspace sits alongside the browser tools, which matters mainly to sellers who prefer to run generation from a terminal.

Pricing and credit math

Billing is a monthly subscription with a credit allowance, and credits are spent per image and per second of video. An image costs 4 to 49 credits depending on the quality setting, so one plan can yield very different image counts. Video costs more: 19.05 to 78.59 credits per second, varying by tool and resolution. A single 10-second clip can absorb a large share of a smaller plan.

So the tier should follow the expected output mix rather than total volume. Sellers producing mostly listing stills can size down. Anyone planning regular video should estimate seconds per month first. Cards are accepted through Dodo Payments, along with PayPal and WeChat Pay, and the interface runs in English and Chinese.

Who it fits, and where it stops

The stated audience is sellers of pet clothing and accessories who need on-pet photos and short videos for marketplace listings, independent stores and social posts without a photographer, studio or pet model. The named categories — tops, bottoms, shoes, headwear, eyewear — mark the boundary: worn apparel and accessories rather than open-ended pet photography.

Some points a buyer may care about are not covered in the published material and are better treated as open questions than as missing features: commercial usage rights for generated assets, still-image pixel resolution, refund and cancellation terms, whether unused credits roll over, and any direct connection to marketplace or storefront platforms. The listed payment providers handle checkout, not catalog sync.

How to verify fit before subscribing

Spend the 40 free credits deliberately. At 4 to 49 credits per image, that allowance covers roughly one to ten images depending on quality, and at 19.05 credits per second minimum it will not stretch to a full video test — budget a paid month if video is the main use case.

Test the hardest item in the catalog, not the easiest: a garment with straps, buckles, repeating patterns or printed text, where fidelity problems show up. Compare each output against the physical product for print alignment, fabric texture, fit at the legs and neck, and whether hardware survived. Run the same product against both a library pet and a customer-supplied pet photo to see how much input photo quality changes the result.

Before choosing a tier, record the credits actually consumed at each quality setting on the intended aspect ratio, then multiply by expected monthly listings. Confirm too that one of the accepted payment methods — card via Dodo Payments, PayPal or WeChat Pay — works in the relevant country.