Virtual Staging API Pricing in 2026: What Providers Charge per Image

We build Roomagen, one of the APIs priced below, so this guide sticks to published numbers. Every competitor price comes from the provider's own pricing or API page, checked in early October 2026. Where a provider does not publish a price, we say so instead of estimating one. Prices are in US dollars and exclude tax.

The 2026 Price Table: Eight Providers Compared

Published API prices now span more than 25 times from cheapest to most expensive: from $0.02 per render at ModelsLab to about $0.53 per photo on Virtual Staging AI's API plan.

How to read it:

• Lowest published price: ModelsLab, a company that sells many AI-model APIs, charges $0.02 per render for its interior API. Among staging specialists, InstantDeco comes next, at about $0.05 per photo on its annual Professional plan.
• The middle of the market: Decor8, Roomagen and Collov sit between $0.20 and $0.25 per image.
• The top: AI HomeDesign on monthly billing ($0.495) and Virtual Staging AI's API plan (about $0.53).
• Unpublished prices are now the exception: of these eight, only Gepetto keeps its paid API price behind a conversation. Our August version also listed Virtual Staging AI as quote-only, but its pricing page lists API access on the $79 Enterprise plan.

The table covers providers with a staging or interior-design API and a public price or trial; it is not a census of the market. We left out Pedra, which lists API integration on plans priced in euros (€0.14 to €0.28 per credit, one credit per staged photo), because this table compares US-dollar prices. Our comparison of virtual staging APIs covers features, webhooks and output terms provider by provider.

How Virtual Staging APIs Charge: Four Pricing Models

The billing model often matters more than the headline number. A provider advertising $0.05 per image can cost more than one advertising $0.25 once you count plan fees you do not fully use, overage rates and the way your volume actually arrives month to month.

Prepaid packs move spending to the front but free it from the calendar. Roomagen's packs cost $0.25, $0.22 and $0.20 per image (500, 2,500 and 10,000 images) and do not expire, so a team that stages 500 photos a month can buy the 2,500 pack once and use it over five months at $0.22 instead of rebuying the small pack at $0.25. The price of that saving is cash paid in advance.

Monthly allowances produce some of the lowest headline rates. InstantDeco covers 2,000 photos for $99 a month on annual billing, or $0.0495 each, and for $139 on monthly billing; its API page says "No commitment. Cancel at any time." The catch is utilization: you pay the plan fee whether or not you use the photos, and rollover terms differ. Collov says its photo usage resets each month, while AI HomeDesign lists credit rollover as a plan feature. Volume above the allowance costs extra: $0.05–$0.07 per photo on InstantDeco Professional and $0.10–$0.15 on Starter, depending on billing period, and $0.24 per extra photo on Collov.

Pay-as-you-go is the simplest to reason about. Decor8 charges $0.20 per image for all API operations, with no plan and no minimum purchase. You pay the same rate at image 10 as at image 10,000, unless you negotiate an enterprise volume discount through its sales team.

Plan-based usage is where the lowest number sits. ModelsLab draws $0.02 per interior render from the usage a plan includes: $21 a month buys about 1,050 renders and $47 about 2,350. Its $149 Open Source Unlimited plan has no per-render charge on its self-hosted interior models. The interior API is one of many model APIs ModelsLab sells, so judge it on output from your own photos, not on price alone.

Quote-only pricing has become rare among these providers. Gepetto offers a free trial of 50 API calls but publishes no paid API price; its API page asks you to contact the team to get started. Unpublished pricing is a cost in its own right: discovery calls, negotiation time and no public rate to benchmark against.

A rough guide to which model fits which volume:

Virtual Staging AI Pricing and API Access in 2026

Virtual Staging AI is both a product category and a company name. The company's pricing page lists four plans, each shown as a monthly price on yearly billing:

What that means for an integration:

• API access comes only with Enterprise. On yearly billing, the entry point for an API integration is $948 a year for 150 photos a month, about $0.53 per photo. The page offers a slider for more photos; we did not price those tiers.
• Monthly billing costs more. The page labels yearly billing "up to 50% off", so month-to-month prices are higher. Check them before you budget.
• Every plan lists unlimited renders and downloads, and no watermark. If unlimited renders apply to API calls as well, re-running a photo costs nothing extra, which narrows the gap with cheaper per-call APIs. Ask how API usage is counted before you compare.

At about $0.53 per photo, Virtual Staging AI's API plan costs more than twice Decor8's or Roomagen's per-image price and roughly ten times InstantDeco's annual Professional rate.

Roomagen API Pricing in Detail

We make Roomagen, so here is what our API pricing documentation says, including where it costs more than the alternatives.

• Free images: creating your first API key adds 50 free images. The grant applies once per account; a second key adds none. Until the account buys a pack, renders carry a Roomagen watermark, so the free images are for testing.
• Packs: 500 images for $125 ($0.25 each), 2,500 for $550 ($0.22) and 10,000 for $2,000 ($0.20). Above 50,000 images, pricing is by arrangement. Packs do not expire, and a second pack adds to your balance.
• What a job costs: one image per render at the default 2K resolution. A 4K render counts as two images. Virtual staging always renders at 2K, so a staging job always costs one image.
• Failures: a job that fails during generation is refunded automatically. Re-running a completed result you do not like costs another image; there is no free regeneration.
• Scope: the tools page documents every tool the API accepts, 65 as of October 2026, including virtual staging, virtual renovation, image enhancement, day to dusk, item removal and floor plan to 3D. Each job processes one image; there is no batch endpoint.
• Output: once the account has bought a pack, results carry no Roomagen branding or watermark; renders before that are watermarked. They are served from Roomagen storage under retention limits, so download and keep them. The docs say jobs are typically ready in 20 to 60 seconds.

Where it costs more: the $0.25 entry pack is above InstantDeco's and ModelsLab's rates, and after the free images the smallest purchase is $125, while Decor8 has no minimum at all. The API launched on August 30, 2026, so its track record is short. It adds no disclosure label, so your platform handles disclosure (see the hidden costs below).

If you need a user interface rather than an integration, Roomagen's web-app plans cost $12, $29 or $79 a month, which works out to $0.23–$0.40 per image on monthly billing.

Where API Pricing Sits: Consumer Apps and Human Staging

API rates only make sense against the options they replace.

Consumer apps usually cost more per image. Virtual Staging AI's app plans work out to $0.53–$2.67 per photo on yearly billing, and Roomagen's web-app plans to $0.23–$0.40 per image on monthly billing. App plans buy a user interface, not throughput. If you are processing images from your own software, API prices are the right comparison.

Human-designed staging is the other anchor. BoxBrownie, whose professional editors do the staging, lists it at US$24 to US$30 per image, depending on the country you view the page from. Against a $0.20–$0.25 API call, that is roughly 100 to 150 times the price. That gap is the business case for automating staging inside software, with human designers kept for work that needs a person's judgment. Our 10-tool comparison covers app and human-service pricing in more detail, and our comparison with traditional staging covers physical furniture.

Hidden Costs That Change the Math

The price table is where budgeting starts, not where it ends. These factors move the real cost per usable image away from the advertised rate.

Failed jobs. Generative models sometimes return errors or time out. What matters is whether a failure is billed. Roomagen's API refunds jobs that fail during generation automatically; we found no published failure policy for most of the other providers in the table. That is not neutral: if 3% of calls fail and each one is billed, $0.20 becomes about $0.206 per delivered image, and your team writes the retry logic.

Unusable results. Staging is a judgment call: the wrong sofa, a style that misses, furniture across a doorway. If a share r of results needs another run and every run is billed, the cost per accepted image is the price ÷ (1 − r). At $0.20, a 15% re-run rate gives $0.235 and a 30% rate gives $0.286; at $0.05, a 30% rate gives $0.071. These rates are illustrations, not measurements, so measure your own on a trial batch. Re-run policies differ: Virtual Staging AI's plans list unlimited renders and Collov's plans list unlimited regeneration (confirm whether that applies to API calls), while a re-run on Roomagen costs another image.

Billing period. Several providers show yearly-billing prices by default. AI HomeDesign charges $0.495 per photo on monthly billing against $0.245 on yearly billing, InstantDeco's monthly plans cost 40–61% more than its annual ones, and Virtual Staging AI and Collov display yearly-billed prices. A yearly price is a 12-month commitment: AI HomeDesign's 200-photo tier is a $588 decision, not a $49 one.

Minimum spend. Decor8 has none: its API pricing page says no minimum purchase is required. Roomagen's smallest pack is $125 after the 50 free images, and InstantDeco starts at $79 for a month. Collov and Virtual Staging AI include API access in Enterprise plans shown at $1,524 and $948 a year; both pages also offer monthly billing, so ask for the month-to-month price. A developer validating an idea should not have to sign an annual contract to learn whether the output is good enough.

Resolution. Higher resolution can multiply cost. Roomagen counts a 4K render as two images, and Google charges $0.151 for a 4K image from Gemini 3.1 Flash Image against $0.101 at 2K. Decide what resolution your listings, catalog or portfolio actually need before you compare per-image prices.

Unused allowance. A monthly plan you underuse raises your real price per image: 1,000 photos used on InstantDeco's 2,000-photo annual plan cost $0.099 each, not $0.0495. Packs that never expire and plans with rollover reduce this risk.

Disclosure work. In California, real estate licensees who advertise with digitally altered images must disclose the alteration and make the original, unaltered image available to consumers, as the Department of Real Estate's March 2026 advisory explains for Business and Professions Code section 10140.8. A platform that serves agents therefore needs to keep each original next to its edited version and show a label where a market requires one. Roomagen's API adds no disclosure label and returns only the edited image, so that work sits with you. Our AB 723 guide covers the details.

What You Are Paying for Above Raw Model Cost

Every staging API runs on image models, and Google publishes per-image prices for its Gemini models. Roomagen's image tools run on Google's Gemini image models, so we pay rates like these ourselves. Google's Gemini API pricing page lists:

The $0.039 model our August version cited, Gemini 2.5 Flash Image, is deprecated: the same page gives its shutdown date as October 2, 2026, and points users to the Gemini 3.1 Flash image models.

Against a 2K render at $0.101, or $0.050 in batch, a $0.20 staging API image costs roughly two to four times the raw model price. That spread is the product you are buying. Here is what it pays for.

Staging-specific pipeline work. A raw model asked to "add furniture" will sometimes warp walls, invent windows or float a sofa. Staging APIs wrap the model in room-type logic, prompts and structure checks, and may call a model more than once per finished image. Roomagen's documentation, for example, describes virtual staging as a multi-step pipeline with three modes: staging an empty room, restyling a furnished room and converting a room to a new use.

Retries and model changes. Model APIs have outages, and providers retire models on a schedule. When Google retires a model, as it scheduled for Gemini 2.5 Flash Image on October 2, 2026, a staging provider has to move to a replacement and re-tune for it. If you build on the raw model, that work is yours.

Infrastructure you would otherwise build. Job queues, safe retries, webhooks, storage, delivery and refund logic. None of it is hard on its own, and all of it takes engineering time to build and maintain.

The flip side: at very high volume, building on raw models can win. At 100,000 images a month, the gap between a $0.20 API and Gemini 3.1 Flash Image at 2K is about $9,900 a month at standard rates, or $15,000 in batch, before the cost of your own prompts, checks and retries. At 2,500 images a month, the same gap is about $250. At the top of their published tiers, several providers here move to custom pricing: Roomagen above 50,000 images, and Decor8 and AI HomeDesign through their sales teams. Run the build-versus-buy analysis once your volume reaches tens of thousands of images a month, and use the raw-model price as an anchor when you negotiate.

Cost Scenarios: 500, 2,500 and 10,000 Images per Month

Here is what published prices produce at three monthly volumes, for one month of that volume with one provider. Yearly-billed rows assume a 12-month commitment, and observation 3 below shows how buying packs ahead lowers the Roomagen figures.

Four observations, stated plainly:

1. ModelsLab and InstantDeco are the cheapest computable options at every volume. If dollars per image is your only criterion and their output passes your quality test, the arithmetic is clear.
2. The middle is tightly packed. Decor8, Roomagen and Collov all land between $0.20 and $0.25 per image at 10,000 images, so at that tier the deciding factors are output quality on your photos, failure and re-run policy, tool coverage and billing shape.
3. Commitment shape differs. A Roomagen pack can be used over any number of months, so at 500 images a month, buying the 2,500 pack every five months works out to $110 a month instead of $125. A monthly plan has to be used each month to deliver its headline rate.
4. Price per image is not price per usable image. A $0.05 provider with a 30% re-run rate costs about $0.071 per accepted image before review time, and a $0.20 provider with a 10% rate costs about $0.222. Run the same 20 real photos through each candidate before you trust any column of this table.

How to Budget for a Staging API in 2026

1. Start from accepted images, not API calls. Estimate how many finished images you need each month, then add a re-run buffer based on a trial, not a guess. That buffered number is what you price.
2. Use the free allowances first. Roomagen's first key comes with 50 images, Gepetto offers a 50-call trial, Decor8 gives 5 free images on signup and AI HomeDesign gives signup credits without a card. Run the same 20 photos from your real inventory through each candidate, because results depend on photo quality and room type.
3. Match the pricing model to your volume curve. Steady volume favors monthly allowances, seasonal or project volume favors packs that do not expire, and low or uncertain volume favors pay-as-you-go. Model each option against your last six months of real volume.
4. Price the overage and the billing period, not the headline. If you will exceed an allowance even occasionally, compute the blended rate. If the headline is a yearly-billing price, budget the cash for a year.
5. Get four answers in writing. Are failed jobs billed? What does a re-run cost? Do credits or allowances expire or roll over? How much notice comes before a price change? Roomagen's pricing docs cover failed jobs (refunded automatically) and expiry (packs never expire), and a re-run there is a new job that costs an image. For price-change notice, and for every other provider, keep the email thread.
6. Budget for disclosure. Store originals next to edited images and keep label placement under your platform's control, because rules differ by market.
7. Know the raw-model floor. A 2K image from Gemini 3.1 Flash Image costs $0.101, or $0.050 in batch. Use it as your anchor in custom-pricing talks.

When you are ready to integrate, the API quickstart shows the job flow from key to finished image.

The Bottom Line

Virtual staging API pricing in 2026 runs from $0.02 to about $0.53 per image. ModelsLab and InstantDeco hold the low end of published prices, Decor8 offers the simplest zero-commitment rate at $0.20, Roomagen and Collov sit at $0.20–$0.25, and AI HomeDesign on monthly billing and Virtual Staging AI's API plan sit at the top. Underneath, calling Google's Gemini image models directly costs roughly $0.02 to $0.24 per image, and at the highest volumes several providers move to custom pricing.

The cheapest rate is only cheapest if the output works on your photos, so test before you commit. Roomagen's first API key includes 50 free images, and a free web-app account comes with 6 credits, enough for three watermarked runs of tools like AI virtual staging, day to dusk photo editing or virtual renovation.