Herofab and Pebblely, side by side.
Pebblely places products in AI background scenes. Herofab does that with its product studio and adds on-model images, ghost mannequin and marketplace-ready sizes — useful when a product page needs more than a styled background.
Features compared.
From each company's own site, checked 13 October 2026. A dash means the feature is not listed there, not that it does not exist.
| Herofab Our pick | Pebblely | |
|---|---|---|
| Virtual try-on | Offered | Not listed on its site |
| Ghost mannequin | Offered | Not listed on its site |
| Pose change | Offered | Not listed on its site |
| Create your own AI model | Offered | Not listed on its site |
| Colour variants | Offered | Not listed on its site |
| Background removal | Offered | Not listed on its site |
| Upscaling | Offered | Not listed on its site |
| Marketplace-sized downloads | Offered | Not listed on its site |
| Public API | All plans | Not listed on its site |
| Accessories on a model | Offered | Offered |
| Product scenes and packshots | Offered | Offered |
| Video | Not offered | Not listed on its site |
| Website languages | 19 | 5 |
| Features listed, of those compared | 11 of 12 | 2 of 12 |
OfferedNot offeredNot listed on its site
Sources for this table
Where they differ.
Herofab from its own plans and tools; Pebblely from its own site, read on 13 October 2026. A feature named under Herofab is one that Pebblely's site does not list, which does not prove it is missing.
Where Herofab is ahead of Pebblely
- Virtual try-on
- Ghost mannequin
- Pose change
- Create your own AI model
- Colour variants
- Background removal
- Upscaling
- Marketplace-sized downloads
- Public API
The figures, as published.
From each company's own pricing page, checked 14 October 2026. Credit units differ between products, so the table sets the facts side by side rather than ranking them.
| Herofab | Pebblely | |
|---|---|---|
| Entry plan | Starter: $19 / month · 250 credits | Lite: $9 / month · 30 images |
| At $19 a month | 250 credits — for example 62 product studio scenes or 125 background removals | Basic: 200 images |
| Largest listed plan | Studio: $199 / month · 5,000 credits | Pro: $39 / month · 500 images |
| On-model images | Virtual try-on, 5 credits | Not listed on the pricing page |
| Other tools | Ghost mannequin, background removal, colour variants, upscaling, marketplace sizes | Background themes, custom prompts, bulk generation |
| Free start | 20 credits, once · no card required · images carry a watermark | No free trial, per its pricing page |
| Refunds | Within 14 days, while the credits are unused | Under conditions, per its refund policy |
Source: pebblely.com/pricing · checked 14 October 2026
Pricing: every plan, as listed.
Paid plans with a public price, billed monthly, from each company's own pricing pages, read on 10 October 2026. Units differ between tools, so compare images, not credits.
| Plan | Per month | Included each month |
|---|---|---|
| Herofab | ||
| Starter | $19 | 250 credits |
| Seller | $39 | 700 credits |
| Brand | $79 | 1,600 credits |
| Studio | $199 | 5,000 credits |
| Pebblely | ||
| Lite | $9 | 30 images |
| Basic | $19 | 200 images |
| Pro | $39 | 500 images |
Built for the product page.
Fixed cost per tool
Every tool has one credit cost, shown before you generate — a try-on is always 5 credits, 4K adds one.
Credits back on failure
Credits are held when a job starts and charged only on delivery; a failed job returns them.
Checked before you pay
A photo that shows only the back of a product, or a product still in its packaging, is flagged before a credit is spent.
Free fixes every month
Mark the area that is wrong and describe it; every plan includes free fixes.
Marketplace-ready sizing
Delivered at the exact size of the marketplace you sell on, without cropping the product.
AI marking built in
Every image carries the IPTC marker for AI-generated media inside the file, as the EU AI Act requires.
Ask an AI about this.
Each button opens the assistant with the question already written. The answer is the assistant's own; Herofab does not write or see it.
Compare Herofab (herofab.app) and Pebblely for AI product photos: features, price per image, and what each one does not offer. Use each company's own site and say where they differ.
What should you compare before choosing?
How does Herofab compare with Pebblely?
Pebblely places products in AI background scenes. Herofab does that with its product studio and adds on-model images, ghost mannequin and marketplace-ready sizes — useful when a product page needs more than a styled background.
Where do these figures come from?
From each company's own pricing page, read on 14 October 2026: Pebblely pricing and the Herofab pricing. Prices change; the source pages are the final reference.
Your next collection, shot this week.
20 credits at sign-up, no card required. Images made with free credits carry a watermark. Herofab also removes the watermark from those images once credits are purchased.