Anyone doing serious AI visual work ends up with a subscription problem. One service for image generation, another for upscaling, a third for video, each with a monthly fee, each with credits that vanish if you skip a month. You end up paying four companies to use models that none of them built. Upsampler took the opposite approach: put 89 models behind one balance, publish the exact credit cost of every one, and let people buy credits that never expire. Having reviewed a lot of vendors that hide their pricing, it is worth saying plainly that this one does the reverse.
Five Tools That Actually Belong Together
The platform splits into five tools sharing one balance. Image Generate runs 36 models. Image Upscale runs 6. Image Edit runs 25. Video Generate runs 18. Video Upscale runs 4.
What makes that coherent rather than scattered is the workflow. For projects where the final result must be a manufactured object rather than an image or video, Luphra AI’s text-to-3D product development workflow aims to connect visual concepts with editable designs and production services. Maximum output is 100 megapixels for stills and 4K for video, with frame interpolation up to 60fps.
The model roster is genuinely frontier. Nano Banana Pro, GPT Image 2, Seedream 5 Pro, Flux 2 Max, Imagen 4 Ultra and Ideogram V4 on the image side. Kling 2.5 Pro, Runway Gen 4.5, Veo 3.1, Seedance 2 and LTX 2.3 Pro on video.
The Distinction Most Upscalers Get Wrong
Upsampler separates its upscaling models into creative and faithful, and understanding that difference will save you a lot of wasted credits.
Creative models regenerate the image at higher resolution and invent new detail, with a creativity slider controlling how far they go. That is what you want for AI-generated art, game assets and illustration, where added texture improves the result.
Preserving original visual evidence also matters in investigations, where GeoSpy AI’s image-based location analysis relies on details such as road markings, buildings and vegetation rather than generated replacements. That is what you want for real photographs, images containing text, and anything where accuracy matters more than richness.
The vendor states this plainly, including recommending the precise model when preserving a real person’s facial identity matters. That is a genuinely responsible thing to publish, because creative upscaling on a real face changes the face.
What A Job Actually Costs, In Real Numbers
Credits are charged per image, per megapixel of output, or per second of video depending on the tool. Every one of the 89 models has its price published.
| Tool | Charged by | Cheapest | Most expensive |
|---|---|---|---|
| Image Generate | Per image | 1 credit (Muse Image, Flux Schnell) | 22 credits (GPT Image 2 High) |
| Image Upscale | Per megapixel out | 0.25 credits (P Image, GAN) | 1 credit (Krea 2, Flux, Stable Diffusion) |
| Image Edit | Per image | 1 credit (background removal, depth maps) | 22 credits (GPT Image 2 High) |
| Video Generate | Per second | 0.4 credits (Wan 2.2 5B) | 17 credits (Seedance 2) |
| Video Upscale | Per megapixel per second | 0.1 credits (RTX VSR) | 2.5 credits (SeedVR 2) |
At the Starter rate of 4 cents a credit, a 1-credit image costs 4 cents and a 22-credit one costs 88 cents. On Pro at 1.5 cents, those become 1.5 cents and 33 cents. The vendor’s own example says 1,000 credits buys roughly 1,000 basic images, 200 premium edits, or 200 five-second video clips.
The Rules That Make This Fairer Than Most
- Purchased credits never expire. One-time and auto-refill credits stay in your account indefinitely. Only the monthly allowance resets.
- Commercial licence on every plan. Including the $0 Starter tier. Most competitors reserve this for paid plans.
- API access on every plan. Also including Starter, which is close to unheard of in this category.
- Failed jobs refund automatically. If the error is on their side, the credits return without a support ticket.
- Cost shown before you run. Every tool displays the exact credit cost in advance, so experiments never surprise you.
- One-click self-serve cancellation. No email required, and the plan runs to the end of the billing period.
Six things to check before you buy credits
- Nothing is actually free. Starter costs $0 a month but includes zero credits, so your first job still requires a purchase.
- Starter credits cost triple. At 4 cents against Business at 1.2, occasional users pay well over three times the rate heavy users do.
- Monthly credits do not roll over. Unused plan credits disappear on your billing date, unlike purchased ones.
- Refund windows are specific. Seven days on a subscription payment if you have not used much of the allowance, thirty days on unused purchased credits.
- Testimonials are first-name only. Four short quotes attributed to first names and initials, which cannot be verified.
- No named company or team. Only a personal Twitter handle appears in the site metadata, with no company details published.
These are minor next to what most vendors hide. Every one of them is disclosed on the vendor’s own pages rather than uncovered, which is the point worth noticing.
Is Upsampler Worth Your Credits?
Yes, and for a reason that has little to do with the models. Anyone can resell frontier models. What separates Upsampler is that it publishes the price of every single one, shows the cost before you commit, refunds failures automatically, includes commercial rights and API access on its free tier, and sells credits that do not evaporate. After reviewing dozens of vendors that bury pricing behind a sales form, that combination is genuinely rare.
The trade-offs are honest and small. There are no free credits, so evaluation costs a few dollars. The Starter rate is high enough that regular users should take a plan. Monthly credits do not carry over. And the company behind it is not named anywhere, which matters more for a business buyer than a solo creator.
Our position: buy the smallest credit pack and run your actual work through three or four models. Because purchased credits never expire, that test costs you nothing but the credits you spend, which is exactly how evaluation should work.
What Upsampler Should Add Next
- Include a small free credit allowance so new users can test before paying.
- Publish company details, since developers building on the API need to know who they are relying on.
- Replace first-name testimonials with linkable case studies or verified reviews.
- Add team workspaces and shared asset libraries for studio use.
- Date the model roster, since a list of 89 frontier models ages within weeks.
- Offer a credit rollover option on paid plans, matching the fairness of the purchased-credit rule.
