This might surprise you: what a kept AI-staged photo costs

This might surprise you: the price on an AI staging plan card is a price per generation, and on most tools every re-roll is another generation. What you really pay per kept photo is the per-credit price times the number of tries it takes to get one you'd publish, so at a hypothetical 1-in-3 keep rate a $0.13 credit becomes about $0.40 a photo. Prices below are as of October 2026, taken from each tool's own pricing page.

The rest of this teardown runs that math for five tools plus QuickStage, shows where the multiplier hides, and gives you a way to measure your own keep rate before you pick a plan.

What changes when you price per kept photo instead of per credit?

A plan card answers one question: what does one generation cost? A listing needs a different one: what does one publishable photo cost? The gap between the two is your keep rate, the share of generations good enough to upload to the MLS.

Machineworthy's keep-rate rule:

Cost per kept photo = price per credit × credits per generation × generations per keeper, plus any per-download charge.

Generations per keeper is 1 divided by your keep rate. Keep every result and the multiplier is 1. Keep 1 in 2 and it's 2. Keep 1 in 3 and it's 3.

We don't publish a keep rate for any tool. We haven't run a controlled test, and we won't pretend we have. Every keep rate in this post is a hypothetical, for example only. Your rooms, your photos and your standards set the real number.

Three things raise the multiplier before a single bad result:

• A generation that costs more than 1 credit, which some tools charge for premium features.
• A paid download at higher resolution, charged on the photo you keep.
• A re-do that costs the same as a fresh photo.

How do five tools with documented credit rules compare?

We picked five tools whose pricing pages say how a generation is counted, then applied the rule at three hypothetical keep rates. Each rate is the lowest per-credit price the tool publishes, which assumes you buy that plan and use the whole allowance.

For RoomStaging and Pedra we counted each re-roll as one credit, because each generation is one credit and neither page states a free re-roll. The QuickStage Agency figures for 1 in 2 and 1 in 3 are blended across a fully used month, explained below.

Two cautions. Every figure assumes you use the full allowance; unused credits push the real cost up, and several of these reset or expire (RoomStaging's expire at the end of each billing cycle, Collov's photo usage resets each month). And the cheapest rate is usually on the biggest plan, often paid a year upfront.

Which tools are cheaper per kept photo than QuickStage, and what's the catch?

Plainly: Interior AI and RoomStaging come in below QuickStage's $0.111 at every keep rate in the table, and Collov does at 1 in 2 and 1 in 3 if its free regenerations hold. Here is the fine print, from their own pages.

Interior AI's $0.004 rate needs $1,199 paid for a year and covers 25,000 designs a month. Its entry yearly tier, $349 for 1,000 designs a month, works out to $0.029 a design ($0.087 per kept photo at 1 in 3) and is labelled "low quality renders". It is a general interior-redesign app with a staging mode, not a real-estate tool. Its FAQ says it can't offer refunds and warns that outputs can contain artefacts such as chairs with too few legs. Our October check didn't capture its monthly-billing prices, so those are unverified.

RoomStaging's $0.068 is the base-resolution rate on the $1,020 annual Enterprise plan. A 2K download costs 3 more credits and 4K costs 5, charged on the photo you keep. Keep 1 in 3 and download at 2K, and that keeper costs 6 credits, or $0.408. An on-site user review also complains that edits to the same generated image burn too many credits.

Collov AI's $0.150 needs the Enterprise tier at 10,000 credits a month billed yearly, which is $18,000 a year. Its Standard plan is $27 a month for 60 credits, or $0.45 each. Reviewers on Trustpilot have reported the AI changing room structure, such as adding walls or altering the layout. That is a miss a free regeneration only helps with if the next try gets it right.

REimagineHome and Pedra sit above QuickStage's blended Agency figure at every keep rate past the first. REimagineHome's page also carries inconsistent prices: the visible cards show $119 for 900 credits, while the page's structured data advertises $99 for 1,200 credits. We used the visible cards.

Where does QuickFix change QuickStage's math?

On QuickStage plans, a miss doesn't have to cost a photo credit. QuickFix re-stages the same photo with your note, such as "move the chair out of the doorway", and draws on a separate monthly allowance listed on QuickStage's plan cards: 7 on Basic, 20 on Pro, 50 on Studio and 100 on Agency. While that allowance lasts, a photo that needs one correction still costs one photo credit, which is $0.111 on Agency billed yearly.

The allowance is capped, and the table accounts for that. Agency billed yearly is $1,999, or $166.58 a month. A fully used month gives 1,600 generations: 1,500 photos plus 100 QuickFixes. At a hypothetical 1-in-2 keep rate that's 800 keepers, or $0.208 each. At 1 in 3 it's 533 keepers, or $0.312 each. Past the allowance, a re-stage costs a photo credit, the same as anywhere else.

Where QuickStage tries to win is the keep rate itself. It's built to keep walls, floors, windows and paint colors exactly as photographed, to add only movable furniture and decor, never to add appliances or built-ins that aren't there, and to keep doors and walkways clear. Those rules target the misses that make a photo unpublishable, like a moved window or an invented kitchen island. You can check how often that happens on your own rooms for free. Results come back in about 30 seconds, and you get top-quality, photorealistic results to judge.

Pay-as-you-go has no QuickFix allowance, so a second try is another $1. If you expect re-dos, a plan is the cheaper way to buy them.

What does this look like for an agent keeping 20 photos a month?

For example, take 20 kept photos a month at a hypothetical 1-in-2 keep rate. That's 40 generations. At this volume the plan fee, not the per-credit rate, sets your price. Using each tool's smallest plan that covers 40 generations, as of October 2026:

• QuickStage Basic, $19.99 a month for 75 photos and 7 QuickFixes: 7 misses go to QuickFix and 13 to photo credits, so you use 33 of 75 credits. That's $1.00 per kept photo, with 42 credits left for the next listing.
• RoomStaging Basic, $19 a month for 100 credits: 40 credits at base resolution, or $0.95 per kept photo. Its pricing page puts 2K downloads on the Standard tier and up, so at this price you're at base resolution.
• Collov AI Standard, $27 a month for 60 credits: if regenerations are free, 20 credits, or $1.35 per kept photo.
• Interior AI's entry yearly tier, $349 a year ($29.08 a month): $1.45 per kept photo, at "low quality".
• REimagineHome: the $19 Essential tier's 30 credits don't cover 40 generations, so it's the $36 tier with 200 credits, or $1.80 per kept photo.
• QuickStage pay-as-you-go: 40 photos at $1, or $2.00 per kept photo.
• Pedra Pro Monthly, $49 for 100 credits: $2.45 per kept photo.

At small volume, QuickStage Basic and RoomStaging Basic land five cents apart. The difference is what's left over for the next listing and what resolution you get.

How do you measure your own keep rate before you pay?

1. Pick five rooms from a real listing, including your hardest one: low light, an odd angle or an open plan.
2. Run them through the free tiers of two or three tools, and count every generation, including the ones you throw away. QuickStage gives 3 free photos with no account or card, RoomStaging 3 free credits with no card, REimagineHome 5 free designs with no card, and Pedra 7 image credits with no card.
3. Score each result pass or fail against one test: would you upload it to the MLS with a "virtually staged" label? Compare windows, doors, floors and fixtures against the original.
4. Divide keepers by generations. That's your keep rate for that tool.
5. Plug it into the keep-rate rule with the per-credit price of the plan you'd actually buy, plus any download charge.

Five rooms is a small sample, so treat the result as directional. It still beats guessing.

Bottom line

The per-credit price is only the starting number. Divide it by your keep rate, add any download charge, and the ranking can change. At base resolution, Interior AI and RoomStaging cost less per kept photo than QuickStage at every keep rate we modeled; their catches are annual prepayment, a "low quality" entry tier and paid 2K or 4K downloads. QuickStage's case is $0.111 a photo on Agency billed yearly, QuickFix re-dos that don't touch your photo credits while the allowance lasts, and rules built around the misses a re-roll can't fix.

Stage three photos free on QuickStage, no account or card, and count your keepers.