Herofab and Caspa AI, side by side.
Caspa covers more of an Amazon or Shopify listing: images with AI human and animal models, video from its Growth plan, and infographics and A+ Content on every plan, with a 30-day money-back guarantee. Herofab is narrower and built around the fashion product page: one phone photo becomes on-model, ghost mannequin and product studio images, with credit costs published per tool, free fixes every month and downloads in marketplace sizes.
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 | Caspa AI | |
|---|---|---|
| Virtual try-on | Offered | Not listed on its site |
| Accessories on a model | 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 |
| Marketplace-sized downloads | Offered | Not listed on its site |
| Product scenes and packshots | Offered | Offered |
| Background removal | Offered | Offered |
| Upscaling | Offered | Offered |
| Public API | All plans | Higher plans only |
| Video | Not offered | Offered |
| Website languages | 19 | 1 |
| Features listed, of those compared | 11 of 12 | 5 of 12 |
OfferedNot offeredNot listed on its site
Sources for this table
Where they differ.
Herofab from its own plans and tools; Caspa AI from its own site, read on 13 October 2026. A feature named under Herofab is one that Caspa AI's site does not list, which does not prove it is missing.
Where Herofab is ahead of Caspa AI
- Virtual try-on
- Accessories on a model
- Ghost mannequin
- Pose change
- Create your own AI model
- Colour variants
- Marketplace-sized downloads
- An API in every plan, on the same credits as the app (Caspa AI: Higher plans only)
- A lower entry price: $19 a month against $59
Where Caspa AI is ahead of Herofab
- Video
The figures, as published.
From each company's own pricing page, checked 26 September 2026. Credit units differ between products, so the table sets the facts side by side rather than ranking them.
| Herofab | Caspa AI | |
|---|---|---|
| Entry plan | Starter: $19 / month · 250 credits | Starter: $59 / month, or $39 / month billed yearly · 500 credits; images only, no video |
| Largest listed plan | Studio: $199 / month · 5,000 credits | Scale: $249 / month, or $166 / month billed yearly · 2,500 credits, with API access; larger needs by email |
| Free credits at sign-up | 20 | 10, no credit card required |
| Credit cost of an image | Fixed per tool — try-on 5, background removal 2; 4K +1 | Not listed on the pricing page |
| Video | Not offered; Herofab makes still images | Growth plan and up: $99 / month, or $66 / month billed yearly · 1,000 credits |
| Listing content | Downloads in 20 marketplace sizes at no extra credit | Infographics, A+ Content and AI editing on every plan; upscaling up to 4K by 4K |
| Team members | 3 on Brand, 5 on Studio | Up to 3 users on Scale |
| Refunds | Within 14 days, while the credits are unused | Within 30 days, while the credits are unused |
Source: caspa.ai/pricing/ · checked 26 September 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 |
| Caspa AI | ||
| Starter | $59 | 500 credits |
| Growth | $99 | 1,000 credits |
| Scale | $249 | 2,500 credits |
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 Caspa AI 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 Caspa AI?
Caspa covers more of an Amazon or Shopify listing: images with AI human and animal models, video from its Growth plan, and infographics and A+ Content on every plan, with a 30-day money-back guarantee. Herofab is narrower and built around the fashion product page: one phone photo becomes on-model, ghost mannequin and product studio images, with credit costs published per tool, free fixes every month and downloads in marketplace sizes.
Is Caspa AI cheaper than Herofab?
Herofab's entry plan costs less: $19 a month against $59 for Caspa AI.
Where do these figures come from?
From each company's own pricing page, read on 26 September 2026: Caspa AI 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.