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Best virtual try-on APIs how five of them work
In one sentence
Five virtual try-on APIs, described by what each vendor publishes rather than ranked. Photta, FASHN, FitRoom, Pixazo and Ayna differ most in what they disclose about pricing and concurrency.
- Compared: 5 APIs compared
- Figures as of: 2026-09-11
- Processing: async, polling
Every figure on this page comes from the Photta API docs · checked
Read a comparison side by side
Each page sets Photta against one API, with the date every competitor figure was read from that vendor’s own page.
FASHN
Photta vs FASHN — AI fashion API, side by side
Photta and FASHN compared: endpoints, credit pricing, plan tiers, concurrency limits. Sourced from each company's own pricing page on 2026-04-19. No invented numbers.
ReadFitroom
Photta vs Fitroom — pick the right fit for fashion APIs
Photta and Fitroom compared on endpoints, credit cost per call, pricing model and integration surface. Pulled from each site on 2026-04-19. No made-up numbers.
ReadPixazo
Photta vs Pixazo — first-party pipeline or model aggregator
Photta vs Pixazo compared: first-party fashion pipeline vs multi-model aggregator. Endpoints, latency, free tier and trade-offs. Sourced 2026-04-19.
ReadAyna
Photta vs Ayna — developer API or Shopify-first studio
Photta vs Ayna compared: three REST endpoints vs a Shopify-first studio + API. Both have strengths. Sourced from each site on 2026-04-19.
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Questions about choosing an API
Which try-on API should I pick?
The one whose published contract matches what you are building. Look at what each vendor documents — the request shape, the latency, the price per call, the concurrency — and treat anything undocumented as unknown rather than assumed.
What do these APIs have in common?
All of them take a garment photograph and return a rendered image, and all of them are asynchronous in practice. They differ in what they disclose, how work is priced, and how much of the pipeline you have to assemble yourself.
How current are the figures?
Each comparison page carries the date its competitor figures were read from that vendor’s own page. Where a vendor renders prices in the browser rather than the page, the cell says so instead of guessing.
Do these pages rank Photta first?
No. The comparisons describe what each API publishes and where Photta is not the better fit. A ranking would age badly and would not tell you whether the contract suits your stack.
Every figure on this page comes from the Photta API docs · checked
Compare, then try it yourself
The fastest comparison is your own catalogue through the endpoint.
- 5 APIs compared
- 2026-09-11
- async, polling