What Does an AI Display Render Actually Cost?

The short answer is about 33 cents. On AI POP Displays, one concept generation of a point-of-purchase display is one credit, and the Pro plan is $49 a month for 150 of them, so each one costs a third of a dollar at the founding price. The Free plan's 15 credits cost nothing. A commissioned 3D render of the same display starts somewhere around $150 to $500 per image on the studios' own price lists, before revisions.

That comparison is correct and it is also the least useful number in this post. I've worked in point-of-purchase for close to four years and I build AI POP Displays, and the cost of a display concept has never lived in the price of one image. It lives in the modeling that happens before the client has said yes, and in rounds two through six. So here is each number, where it comes from, and then the one that actually decides your budget.

What does one AI concept render cost?

Our figures first, because they're the easiest to check.

• Free. $0, 15 credits, one time, no card required. They don't refill.
• Pro Beta. $49 a month for 150 concept generations. That's a founding price, locked while you stay subscribed, and the $69 list price is announced up front.

One standard concept generation is one credit. At $49 for 150, that's $0.33 each. A change to an existing concept (a taller header, a different material, the product swapped for the new pack) is another generation, which means another credit and about a minute of waiting.

To make that concrete without inventing a statistic, take a brief as an illustration. Say you produce three directions for the client, they pick one, and it goes through four rounds of changes before approval, with a couple of retries along the way where you adjusted the brief and ran it again. Call it ten generations. On Pro that's ten credits, about $3.27. On the Free plan it's ten of your fifteen.

The number is small enough that it stops being the thing you manage. What you manage is whether those ten generations converge on something a manufacturer can build, and that part isn't priced per image anywhere.

What does a commissioned 3D render of a display cost?

Rendering studios publish their rates, so there's no need to guess. As of this month, on their own pricing pages:

• Maverickframe lists product rendering from $156 per image, and product 3D modeling as a separate line from $312 per model. Its hourly rate is $39.
• Rapid Renders lists simple product renders at $99 to $199 with one to two day delivery, lifestyle renders at $200 to $600 with three to seven day delivery, and CAD-to-render work at typically $250 to $700 per image. Five revision rounds are included, extended revisions add 25%, and 48-hour rush adds 40%.
• Freedes Studio lists a simple product render from $200, a complex one from $300, and a product in an interior scene from $500, with modeling, texturing and lighting included in those tiers.

A POP display concept almost always lands in the upper half of those lists. A client doesn't approve a floor stand on a white background. They approve it in the aisle, holding their packs, next to a competitor's shelf. That's a product-in-scene render, and the display itself has to be modeled first, because none of these studios has your fixture sitting in a library.

The other thing those price lists tell you is what a revision costs. It's bounded. Five rounds on one studio's list, qualitative review stages on another, and anything past that is extra. And the turnaround is measured in days, which on a brief with a Friday deadline is its own cost.

What do designer hours put on a concept?

In my experience most display concepts aren't bought from a studio at all. They're made in-house at the manufacturer or the agency, by someone on salary, and that's where the cost gets hard to see.

The US Bureau of Labor Statistics put the May 2025 median wage for commercial and industrial designers at $40.34 an hour, or $83,910 a year, and for graphic designers at $30.27 an hour. Those are employee wages, not billing rates, so they understate what an hour costs the business once overhead is on top.

Even at the bare median, the arithmetic is uncomfortable. A floor unit modeled, lit, rendered and dropped into a store photo is easily two or three days of a designer's week. Two and a half days is 20 hours, which is $806.80 of median wage before a single overhead dollar. For one direction.

Plenty of manufacturers never show the buyer that number. They bundle 3D rendering into the quote package against a production order, and the concept looks free. It isn't. The orders that convert pay for the modeling done on the pitches that didn't.

If that's the week your designer is having right now, fifteen free credits will show you what the same brief looks like when the first three directions take minutes instead of days.

Why is the per-image price the wrong number to compare?

Because nobody buys one image.

A display concept is a negotiation carried out in pictures. The client sees a counter unit and realizes they wanted a floor stand. The brand team changes the hero SKU. Procurement sends the brief to three manufacturers and the first one to answer sets the frame. Each of those outcomes throws away work, and the question is how expensive the work you throw away is.

When the concept is a 3D model, a format change means the model goes in the bin. When it's a commissioned render, it means a new order and a new turnaround. When it's an AI generation, it means another credit. I went through the full sequence, and where the modeling still belongs once the look is approved, in AI vs 3D rendering software for display concepts.

So the useful unit isn't cost per image. It's cost per approved concept, and how many losing pitches you can afford to enter before one converts. That's the number AI moves, because the expensive part of a losing pitch stops being days of modeling.

What does the money actually buy?

Here's where I'd push back on anyone who reads "33 cents" and thinks the price is the product.

AI POP Displays runs on Google's Nano Banana Pro. What a credit buys is everything on top of it, the part that decides whether the image is a display or a sculpture:

• A display taxonomy with proportions. An FSDU, an endcap, a counter unit and a glorifier are structured options that bring their geometry, so a floor unit reads as a floor unit.
• Materials that behave. Corrugated reads as corrugated and acrylic as acrylic, instead of as adjectives the model is free to interpret.
• Retail environments as options. The concept comes back in a store setting, which is the image a client can approve.
• Product load from your real packs. Upload the actual packshots and the shelves hold what the packs allow, not what looks full.
• References labeled by role, sketch last. A packshot is used as product, a logo as brand asset, and the customer's drawing as structure.
• A briefing step that reads the customer's email and fills those fields before anything is rendered.

That's the work a designer used to carry into every speculative model by hand, done once in the tool. It's why the tenth revision starts from the same brief instead of from scratch, and why the concept that comes back is one a manufacturer can quote from rather than quietly redesign. The mechanics are in how to prompt AI for retail displays.

Nothing you upload or render trains AI models, on any plan, including Free. Most display concepts are client work under NDA, so that isn't a paid tier.

If you've got a concept that went through three modeling rounds last month, run the same brief here and count the credits it takes to get back to the approved version.

What doesn't the render price include?

Manufacturing files. A concept render approves a look. It carries no millimeters, no material thickness per part, no joints and no cut file, so nothing in it should be scaled off, and a manufacturer still has to engineer the piece before quoting it. Over in how a brand gets an AI concept built, I walk through the decisions a picture leaves open.

That's also where the cost comparison changes shape again, because the engineering is a different budget line from the concept, and it sits with whoever builds the piece.

The numbers side by side

	Cost	Turnaround	Revisions	Output
Commissioned 3D render	About $100 to $700+ per image on published lists, modeling sometimes separate	1 to 7 days, rush extra	Bounded per project, extra rounds charged	Photoreal render of the modeled piece
In-house designer	$40.34/hour median wage (BLS, May 2025), before overhead	Days per direction	Each one is more hours	Modeled render, usually one direction
AI POP Displays	$0 for 15 credits, then $49/month for 150 (about $0.33 each), list $69	Under a minute	One credit each	In-store concept image a client can approve
Bellto	Pricing goes first to the waitlist	Parametric, a dimension change recomputes the piece in seconds	Recomputed with manufacturing checks re-run	3D model, cutlist, dimensioned drawings, STEP, cut DXF per part

So what should you budget?

For the concept, budget credits, not images. A brief that takes ten generations costs about $3.27 on Pro, and the Free plan covers a real brief end to end. Budget the designer's time for the parts that are judgment: reading what the client meant, deciding which directions are worth showing, and checking that the approved one can be built.

For everything after approval, that's where we're building next. Bellto is an AI agent for brands and agencies that takes a POP campaign from brief to shop drawings. You tell it what you're launching (brand, product, channel, stores, budget, date) and it asks for what's missing. It proposes the campaign mix and materials, floor stand, glorifier, shelf strip, stopper, with the budget split per store, then designs every piece with you at real scale in parametric 3D, proportions derived from the product and the facings, so a dimension change recomputes the whole piece and re-runs the manufacturing checks in seconds. Every approved piece comes out as a 3D model, a part-by-part cutlist, dimensioned drawings, a STEP of the assembly and a cut DXF per part, a package a workshop can quote without redrawing, and it suggests manufacturers that fit by material, format and volume. The quote comes from the manufacturer. We're building it now, the waitlist is open to any brand, and we're contacting the first ones soon to run the first real campaigns end to end. It opens by invitation, in small groups, and the campaign you describe when you sign up sets your place. Pricing goes first to the people on the list, and there's no card. POP manufacturers can sign up too.

If the brief on your desk is a display, start with the 15 free credits, no card, and put the concept in front of your client before anyone opens a modeling seat. If it's a whole campaign on the brand side, the Bellto waitlist is where it starts.