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Get Tested AI Virtual Try-On Rankings in Your Inbox
Every month we re-test AI virtual try-on tools and publish the numbers. Subscribers get the revised scores, price changes and new tool tests before they publish.
- Cadence
- Monthly
- Tools tracked
- 14
- Price
- Free
Subscribe
One monthly email with the five published sub-scores: garment fidelity, model consistency, cost per usable image, batch & api, license clarity. Free. No spam. Unsubscribe in one click.
Independence notice. RemoveClothing buys its own subscriptions and takes no payment for placement. Some outbound links earn a commission; commissions never change a score or a rank. See the full methodology.
What you actually get
Five recurring segments, monthly, in about a five-minute read.
- —New tools tested and scored this month, with all five sub-scores.
- —Pricing changes tracked across every tool in the index.
- —Garment-fidelity test images from our own control-set runs.
- —One clothing care or stain removal guide from the second editorial track.
- —Model and API updates: new checkpoints, rate limits and license changes.
A real pricing-tracking example
| Tool | Plan price | Per image |
|---|---|---|
| FASHN.ai | from $9/mo | $0.075/image via API |
| Botika | from $33/mo (annual) | Roughly $1.10/usable image at entry tier |
| Nightjar | ~$0.10/image | ~$0.10/image |
| Claid.ai | from $9/mo | $0.09 to $0.50/image depending on operation |
| Genlook | Free, up to $99/mo | $0.10 to $0.17 per extra try-on |
| WeShop AI | from $9.99/mo | Roughly $0.30 to $0.60/usable image |
Side-by-side tool comparison shows the full table, updated July 14, 2026.
Why our numbers are different
All nine of the largest competing resources in this category are vendor-owned blogs; RemoveClothing is not. None of them publishes numeric scores, which also means none of them can be checked. We publish the rubric, the weights, the test protocol and the dates.
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30%
Garment Fidelity
How faithfully prints, seams, logos and fabric texture survive the transfer onto a generated model.
-
20%
Model Consistency
Whether the same model identity, pose family and lighting can be reproduced across a whole catalog.
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25%
Cost per Usable Image
Published price divided by the share of generations that passed our usable-output check.
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15%
Batch & API
Bulk upload, queue throughput, API access and native storefront integrations.
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10%
License Clarity
How plainly the commercial usage rights and AI-labelling obligations are documented.
Our published testing methodology | Current AI virtual try-on rankings
Who this is for
Ecommerce and apparel operators
You are deciding whether to cut a photoshoot line item, and need cost per usable image rather than marketing claims.
Digital artists and retouchers
You evaluate outfit-swap and image-processing tools professionally and care about garment fidelity at 100% zoom.
Buyers comparing before they pay
You want the license terms, free-tier limits and privacy posture stated plainly before a card goes in.
Traditional photography still runs $25 to $75 per basic listing image and $100 to $500+ for lifestyle work, in a market growing at a 32.5% CAGR. If you want hype threads and affiliate spam, this is not it. Run the numbers yourself with the photoshoot cost calculator.
Numbers we've already published
| Figure | What it measures | Source |
|---|---|---|
| ~26% | Apparel return rate | Industry reporting |
| 56% | Share of ecommerce returns that are apparel | Industry reporting |
| $890B | US returns in 2024 | National Retail Federation |
| 40% | Return decrease in the Zalando/Levi's pilot | Zalando |
Every figure carries a date and is re-verified on update. Context and sourcing live in the virtual try-on guide.
Privacy, frequency and compliance
- Your email is used to send the newsletter and nothing else. Never sold, never rented, never shared with the vendors we cover.
- One-click unsubscribe in every issue, and deletion on request at hello@removeclothing.com.
- Rankings are not for sale. Affiliate links exist, are disclosed, and never change a score or a rank.
- Adult professional audience (18+). Only compliant, safe-for-work tools are covered.
Full detail in our privacy policy and terms of use.
Newsletter FAQ
How often will I get emails?
Monthly, around a five-minute read, with a maximum of twelve issues a year. We do not send a separate email every time a vendor issues a press release, and there is no drip sequence after you subscribe.
Is the newsletter free?
Yes, entirely free, with no paid tier and no premium upsell. It is funded the same way the site is: affiliate commissions on outbound vendor links, which are disclosed and carry no weight in scoring.
Which AI virtual try-on tools do you test?
We currently track 14 tools across brand-side on-model generators, customer-facing fitting rooms and retouch tools, including FASHN.ai, Botika, Nightjar, Claid.ai, Genlook and others. Only compliant, safe-for-work tools are tested or listed.
How do you score the tools?
Five weighted sub-scores on a 0–10 scale: garment fidelity (30%), model consistency (20%), cost per usable image (25%), batch and API (15%) and license clarity (10%). Criteria are published before rankings.
Do you get paid by the tools you review?
Some outbound links are affiliate links and may earn a commission, disclosed above the fold on every ranking page. Commissions never affect a score, a rank, or whether a limitation gets published. We buy our own subscriptions.
What do you do with my email address?
We send the newsletter and nothing else. Your address is never sold, rented or shared with the vendors we cover. Every issue carries a one-click unsubscribe link, and you can request deletion at hello@removeclothing.com.
Real, hands-on, no-gimmick rankings
Numbers over adjectives, every month. Free, one-click unsubscribe.
Not ready? Browse the current rankings.