# 6 Best AI Ghost Mannequin Tools in 2026, Compared by Garment > Six ghost mannequin AI tools compared on one thing: whether they composite your back and inside photos or invent them. Per-garment costs as of November 2026. Published: 2026-11-03 Author: Olga Stogova Tags: ghost-mannequin, ai-fashion-photography, apparel-product-photos, background-removal, ai-tools-comparison Canonical: https://kive.ai/learn/best-ai-ghost-mannequin-tools A ghost mannequin AI tool removes the body from a garment photo and leaves the clothing standing on its own, neck open, as if worn by nobody. The six tools below all do that from one photo in seconds. They differ on the part shoppers return garments over: what shows through the open neck. Two of them will take your real back and inside photos and composite them in; the rest invent the inside from the front. This list is ordered by that split and by price per garment as of November 2026. ## Key takeaways - A true ghost mannequin composites a back and an inside shot into the front; Photta and PixFocal accept them, Photoroom and WearView work from one photo. - Photta prices the job at 4 credits a garment at 2K, about $0.38 on its $14 Hobby plan; PixFocal starts at $59 a month after 4 free credits. - Photoroom folds ghost mannequin into the same plan as background removal, batch and API, from $7.50 a month billed yearly. - FASHN, Botika and Claid take a ghost mannequin shot as input and skip straight to an on-model image, which is the cheaper route when the packshot is not the end product. --- ## A ghost mannequin is two photos pretending to be one The classic ghost mannequin is a composite: a front shot on a mannequin, a second shot of the garment turned inside out or shot from the back for the neck, and an hour in Photoshop joining them so the inner collar reads as the real lining. The [ghost mannequin photography guide](/learn/ghost-mannequin-photography-ai) covers that technique and when a flat lay beats it. This list is about the software that replaces the hour. AI tools take one of two routes. The compositing route asks for the extra photos and uses them, so the label inside the collar is your label and the lining is your lining. The reconstruction route takes a single front image and generates what the inside probably looks like. On a plain cotton tee the two routes are indistinguishable. On a lined blazer, a printed hoodie or a dress with a contrasting facing, the reconstruction route guesses, and a guessed lining is a return waiting to happen. The garment, not the tool, decides the route, so the table is by garment. _Ghost mannequin result: shoulders filled, no body, stripes aligned at the placket_ | Garment | What has to be right at the neck | One photo is enough | Tools that take a back or inside shot | | --- | --- | --- | --- | | Plain tee or tank | Depth of the opening, symmetric shoulders | Yes | Not needed | | Shirt with a collar | Collar stand, inner yoke, button placket alignment | Usually | Photta, PixFocal | | Jacket, blazer, coat | Lining color and texture through the open front | No | Photta, PixFocal | | Hoodie or knit | Inside of the hood, rib depth, fabric weight in the drape | Risky | Photta, PixFocal | | Dress | Facing at the neckline, hem shape without legs | Sometimes | Photta, PixFocal | --- ## The six tools, one by one Prices are from the public pricing and feature pages on November 3, 2026, billed monthly unless stated. Four of the six are built for apparel; two are general product-image tools that get you to or past the ghost mannequin step. For how these tools fit into the wider apparel workflow, see the [fashion and apparel tools list](/learn/best-ai-tools-fashion-apparel-product-photos). ### Photta Best for: Jackets, coats and anything lined, where the real inside matters. Pricing: Hobby $14/mo for 150 credits; Seller $29/mo for 500; Brand $79/mo for 1,500; Studio $249/mo for 5,000. Each garment takes 4 credits at 2K or 5 at 4K; background removal is 1 credit. Free start, no card. Checked November 2026.. Link: https://www.photta.app/tools/ai-ghost-mannequin-free The one to use when the lining has to be yours. About $0.38 a garment on Hobby. **Pros** - Takes a back photo, an inside photo and a shape reference; without them both are worked out from the front - Places your brand label inside the collar and lets you pick front, side or back angle, background color and aspect ratio - Outputs either a 3D ghost or a flat lay from the same input **Cons** - Garments per batch are capped by plan: 1 on Hobby, 2 on Seller, 5 on Brand, 10 on Studio - Monthly credits expire; rollover is an annual-plan feature ### PixFocal Best for: Marketplace sets with a human checking every batch. Pricing: Free start with 4 credits, no card, then from $59/mo. The pricing page was unreachable on November 3, 2026, so plan tiers above the entry price are unverified.. Link: https://www.pixfocal.com/features/ghost-mannequin/ Buy it for the QA pass, not the generator. If nobody in-house will inspect necks, this is the queue that does. **Pros** - Returns front, back and three-quarter views on pure white (RGB 255, 255, 255) for Shopify, Amazon and Etsy - Lists neck and sleeve fill with alignment, and human QA on every batch - Guarantees at least one professional-quality ghost mannequin photo per order **Cons** - The free generator is a separate, basic tool the vendor says is not comparable to paid output - Entry price is the highest on this list, and per-image cost depends on tiers that are not published ### Photoroom Best for: Catalog volume where ghost mannequin is one step in a batch. Pricing: Pro $7.50/mo billed yearly with 8,000 AI credits and 1,000 exports; Max $20.99/mo with 25,000 credits; Ultra $82.50/mo with 75,000 credits. Free start. Checked November 2026.. Link: https://www.photoroom.com/tools/ghost-mannequin The default for tees, tanks and unlined shirts at scale. Route lined garments elsewhere. **Pros** - Accepts a flat, hanging, mannequin or on-model image and removes everything but the garment - Ghost mannequin is part of the Photoroom API, and batch editing runs hundreds of images - Background remover and the ghost mannequin tool share one plan and one export cap **Cons** - Reconstructs the garment's interior from the front photo; there is no slot for a back or inside shot - Model shots and AI edits draw from the same credit pool, so heavy use shrinks the ghost mannequin budget ### WearView Best for: Fashion sellers who want ghost mannequin, on-model and video on one credit balance. Pricing: Lite $24/mo with $29 shown struck through, 50 credits; Pro $40/mo, 200 credits; Advanced $82/mo, 500 credits. An HD photo is 2 credits, 2K is 3, 4K is 5. Failed images are refunded. Checked November 2026.. Link: https://www.wearview.co/ghost-mannequin Pick it when the ghost mannequin is the first frame of a set that ends on a model. **Pros** - Turns a flat lay, hanger or mannequin shot into a ghost mannequin photo in one step - The same credits pay for on-model photos, ready-made models and short videos - Its own guide claims front and back image support for mannequin removal **Cons** - The ghost mannequin page does not state a per-image credit cost, so budget at the HD rate until you have tested - Lite resets credits monthly and has no team or own-model option ### FASHN Best for: Skipping the mannequin: a flat lay or ghost mannequin shot straight to an on-model image. Pricing: API credits $0.075 each with a $7.50 minimum for 100; Try-On v1.6 uses 1 credit an image, Try-On Max 1 to 5 by mode and resolution. App plans from Basic $19/mo for 200 credits. Failed requests are never charged. Checked November 2026.. Link: https://fashn.ai/products/api If the packshot was only ever a step toward the worn frame, this removes the step. **Pros** - Product to Model turns a flat-lay, ghost mannequin or product-only photo into a model wearing it - Prompt, background reference and face reference steer the result - No subscription needed for the API; buy 100 credits and test every endpoint **Cons** - Does not produce a ghost mannequin image; it consumes one - The API includes no free credits ### Kive Best for: The frames after the packshot: on-model and lookbook images of the same garment. Pricing: Free with 40 credits; Basic $40/mo ($30/mo billed yearly) for 2,000 credits; Pro $100/mo for 5,000. About 10 credits an image. Product models on paid plans. Checked November 2026.. Link: https://kive.ai/docs/editing-tools/remove-background Not the tool for the ghost itself. Use it once the cutout exists and the garment needs to be worn in a scene. **Pros** - Remove background returns a transparent PNG with edge and hair detail handled automatically - Edit with Agent takes a plain-language instruction, such as removing a visible mannequin part, with optional reference images - A product model trains from 1 to 4 photos in about 10 seconds and anchors later on-model and scene generations to that garment **Cons** - No dedicated ghost mannequin tool; it will not reconstruct an inside neck - Generation costs about 10 credits an image, so it is not the cheap route to a plain white packshot --- ## Two photos or one: what each tool asks for The input list is the most honest spec sheet a ghost mannequin tool publishes. Photta asks for a front, and optionally a back, an inside and the shape the garment should keep, and tells you plainly that without the extras both views are worked out from the front. PixFocal returns front, back and three-quarter views and lists human QA on every batch. Photoroom asks for one image of any kind and reconstructs the interior. WearView asks for one image on its tool page and claims front and back support in its own guide. FASHN and Kive do not make the ghost at all; FASHN takes the cutout and Kive's [remove background](https://kive.ai/docs/editing-tools/remove-background) tool produces one, and both move on to the next frame. Cost per garment splits the same way. Photta's 4 credits at 2K on a 150-credit Hobby plan is about 37 garments for $14. Photoroom's Pro plan is $7.50 a month billed yearly for 1,000 exports, with the ghost mannequin tool drawing on 8,000 AI credits alongside everything else. Kive's Basic plan is $40 for 2,000 credits at about 10 an image, around $0.20 a generated frame, and that frame is a worn or styled image rather than a packshot. PixFocal publishes an entry price of $59 a month and no tiers above it. _Floating trench: the inside of the collar is what a buyer checks first_ | | **Photta** | PixFocal | Photoroom | WearView | FASHN | Kive | | --- | --- | --- | --- | --- | --- | --- | | Makes the ghost mannequin | Yes, 3D or flat lay | Yes, front, back, three-quarter | Yes | Yes | No, consumes one | No, background removal only | | Takes a back or inside photo | Yes, plus a shape reference | Back view output; input not documented | No | Claimed in its guide | Not applicable | Not applicable | | Brand label inside the collar | Yes, placed from your file | Not documented | Not documented | Not documented | Not applicable | Not applicable | | Entry price, November 2026 | $14/mo, 150 credits | $59/mo after 4 free credits | $7.50/mo billed yearly | $24/mo, 50 credits | $7.50 for 100 API credits | $40/mo, 2,000 credits | | Cost per garment or image | 4 credits at 2K, 5 at 4K | Not published | Shares 8,000 AI credits and 1,000 exports | Not stated; HD photo is 2 credits | 1 to 5 credits by model | About 10 credits | | Batch and API | 1 to 10 garments per batch by plan | Batch upload, human QA per batch | Batch editing and API | Not documented | API only | Bulk generate on paid plans; no edit batching | | Free start | Yes, no card | 4 credits, no card | Yes | Money-back guarantee on Lite | No free API credits | 40 credits | _Public tool and pricing pages read November 3, 2026. "Not documented" means the vendor publishes no such capability, not that it is proven absent._ --- ## How to judge a ghost mannequin before it goes live Open the output at full size and look at four places, in this order. The neck first: the opening should have depth, with the inner collar visibly behind the outer edge rather than a flat dark shape. A reconstructed neck often reads as a hole; a composited one reads as fabric. Then the inner label. If you did not supply one and a label appears, the tool invented it, and an invented label on a marketplace listing is a misrepresentation you will have to explain. Third, the shoulders. Draw an imaginary line across both shoulder points; they should sit level and the sleeves should hang at the same angle. Generators that infer a body from a flat lay drift here, and a garment that looks half a size different left to right photographs as poor construction even when the stitching is perfect. Fourth, the edges. Zoom to the outline against white and look for a pale halo or a sawtooth where fine knit or fur meets the background. Pure white backgrounds make halos obvious, which is a reason to export on white even if the listing will sit on a tint. Run the check on three garments before choosing a plan: a plain tee, a lined jacket and a ribbed knit. The tee passes everywhere and tells you nothing. The jacket shows whether the inside is yours or a guess. The knit shows whether the tool understands fabric weight or flattens every texture into jersey. Keep the three source photos identical across tools, shot on the same mannequin in the same light, so the differences you see belong to the software. _A dress on an invisible mannequin; pleats hang as they would on a body_ **Pro Tip** Shoot the inside of every lined garment at the same time as the front, even if your current tool cannot use it. The photo costs thirty seconds now and is the one thing you cannot add later when you switch tools. --- ## When to skip the mannequin entirely A ghost mannequin is a marketplace format. If the garment will mostly be seen on a model, on your own store or in a lookbook, the packshot is an intermediate file, and three of the tools above treat it that way. FASHN's Product to Model endpoint accepts a flat-lay, ghost mannequin or product-only photo and returns a model wearing it. Botika lists a flat lay, hanger or ghost mannequin as its input and returns on-model photography. Claid's fashion tools take a flat lay or ghost mannequin shot and generate on-model, lifestyle and video output at 4K. In all three the ghost mannequin you paid for is never shown to a shopper. That changes the arithmetic. If a garment needs an Amazon-compliant white packshot and a worn frame, you are paying twice, and the cheaper combination is usually a flat lay shot well plus a model generator, with the ghost mannequin reserved for the garments a marketplace actually requires it on. The [on-model photography guide](/learn/on-model-photography-without-photoshoot) walks through the capture step those tools share. ### Bottom line Pick by the inside of the garment. If what shows through the neck is a plain fabric, any one-photo tool will do and the cheapest plan wins. If it is a lining, a print or a label, pay for a tool that will take your photo of it. - **Lined jackets, coats and anything with a contrasting inside:** Photta – Accepts back, inside and shape photos and places your label in the collar, at 4 credits a garment. - **Marketplace sets where someone else must check every image:** PixFocal – Front, back and three-quarter views with human QA per batch, from $59 a month. - **Tees, tanks and unlined shirts in catalog volume:** Photoroom – One plan covers background removal, ghost mannequin, batch and API from $7.50 a month billed yearly. - **A ghost mannequin that is the first frame of an on-model set:** WearView – One credit balance covers the ghost, the on-model shot and a short video. - **Garments that will only ever be seen worn:** FASHN – Product to Model skips the ghost mannequin and prices the worn frame from 1 credit at $0.075. - **The same garment across on-model and lookbook frames after the packshot exists:** Kive – A product model from 1 to 4 photos anchors later scenes to the real garment; it does not make the ghost itself. The reconstruction route will keep getting better at guessing linings, and within a season or two the one-photo tools may pass the jacket test. Until a vendor publishes that it uses your inside shot, assume it does not, and shoot the inside anyway. Start with the knit and the jacket, not the tee. The garment that fails first is the one that decides which plan you are buying. ## Sources 1. [Photta – AI ghost mannequin tool]() 2. [Photta – Pricing]() 3. [PixFocal – Ghost mannequin photography]() 4. [Photoroom – AI ghost mannequin generator]() 5. [Photoroom – Pricing]() 6. [WearView – AI ghost mannequin generator]() 7. [WearView – Pricing]() 8. [FASHN – API]() 9. [Claid – AI fashion photography]() ## FAQ ### What does a ghost mannequin AI tool actually do? It takes a photo of a garment on a mannequin, a hanger or a table and returns the garment shaped as if worn by an invisible body, with the neckline open to show the inside. Tools differ on where that inside comes from: Photta and PixFocal can use a real back or inside photo, Photoroom reconstructs it from the front. ### Is there a free AI ghost mannequin generator? Three on this list start free without a card. Photta's ghost mannequin tool opens on a free start, PixFocal gives 4 credits before its $59 a month plan and runs a separate basic free generator it says is not comparable to the paid output, and Photoroom offers a free start before Pro at $7.50 a month billed yearly. ### Do I need a photo of the back and the inside of the garment? For a tee, no. For a jacket, a lined coat or anything with a contrasting inner fabric, yes, because the inside shows through the neck and the open front. Photta states that without a back and inside photo both are worked out from the front, and that is where a wrong lining color or an invented label comes from. ### How much does an AI ghost mannequin cost per garment? As of November 2026 Photta charges 4 credits per garment at 2K, so the $14 Hobby plan with 150 credits covers about 37 garments, roughly $0.38 each. PixFocal starts at $59 a month after 4 free credits. Photoroom's Pro plan bundles the tool into 8,000 AI credits and 1,000 exports for $7.50 a month billed yearly. ### Can Kive make ghost mannequin photos? Not as a dedicated tool. Kive removes the background to a transparent PNG and lets you describe edits to the Agent, such as removing a visible mannequin part, but it does not reconstruct an inside neck. Where Kive fits is after the packshot: a product model from one to four photos drives on-model and lookbook frames of the same garment.