HOSTED BACKGROUND REMOVAL · FIXED MODEL

Backgrounds out.
Edges intact.

Managed background removal for teams moving more than one image at a time. Every credit tier runs the same versioned model on CutoutJet's hosted GPU fleet, with prepaid packs planned from $15.

Planned billing contract: one credit per successful output up to 10 MP; failed jobs and verified idempotent retries should not consume another credit.

REAL GPU OUTPUT1024 × 1536 · RGBA
Original fictional portrait in a greenhouse courtyardSOURCECUTOUTJET
No hand mask. No retouching.971 ms warm local request
THIS OUTPUT1.6 MP

Original generated at 1024 × 1536

WARM DEVELOPMENT REQUEST971 ms

End to end through the measured GPU path

CUTOUTJET · 50-IMAGE RUN423 ms

Mean · 462 ms p95

POST-PROCESSINGNone

Transparent result shown as returned

COMPETITOR RESULTS · OBSERVED AUG 2026

Cost is clear. Speed is directional. Quality is unfinished.

Three different evidence levels, labeled on purpose. Price is a current list-price comparison; speed comes from separate environments; quality comes from a limited preview diagnostic.

COST · 10,000-OUTPUT PRICE POINT

Proposed $0.0299

10,000-image prepaid pack

The planned CutoutJet Growth pack is $299 once—about one-third of the referenced remove.bg annual-billing unit price, without an extreme loss-leader discount.

Price snapshot only · not a claim of equivalent quality, availability, features, or support.

SPEED · UNMATCHED OBSERVATION

423 vs 1,509 ms

CutoutJet local / remove.bg remote mean

Our 50-image CUDA run versus 27 historical remove.bg API calls. The observed gap is 3.6×, but network, hardware, resolution, and test dates differ.

Directional engineering evidence · not a production speed claim.

QUALITY · PREVIEW DIAGNOSTIC

17 vs 33

Per-image MAE wins · CutoutJet / remove.bg

Aggregate pixel-weighted error favored CutoutJet, but the typical-image win count favored remove.bg. We use the more conservative signal.

49 competitor outputs were reduced-resolution previews · full-resolution result pending.

THE OUTPUT IS THE ART DIRECTION

A demo you can interrogate.

The portrait is an original fictional subject built to stress curls, flyaways, backlight, glasses, skin, and loose fabric. The cutout came straight from the current development Rust-to-CUDA request path.

Synthetic-source disclosure: the person is entirely fictional. The displayed cutout is real CutoutJet output. Download the full-resolution transparent PNG ↘

QUALITY GATE

We compared them.
Here is what happened.

On per-image MAE, remove.bg won 33 of 50 images and CutoutJet won 17. Aggregate pixel-weighted MAE favored CutoutJet—0.00376 versus 0.00670—because a few large competitor failures moved the mean.

Forty-nine competitor outputs were reduced-resolution previews and the reference mattes were lossy, so this is a development diagnostic—not a full-resolution quality claim. The next gate is a rights-cleared, lossless 1,000-image holdout.

TYPICAL-IMAGE WINS17 : 33CutoutJet : remove.bg · preview diagnostic

ONE HOSTED SERVICE · ONE OUTPUT CONTRACT

Fixed model.
Managed GPUs.

CutoutJet owns the runtime, model version, capacity controls, and delivery path. Customers buy successful outputs—not servers, licenses, or a machine to operate.

01

FIXED PRODUCTION MODEL

The same hosted model and output contract at every tier.

  • Version-pinned production weights
  • Managed GPU capacity and rollbacks
  • Transparent PNG up to 10 MP
  • No customer hardware to provision
Inspect the measured output ↘
02

CREDITS, NOT COMPUTE

Choose volume without choosing infrastructure.

  • One-time prepaid packs
  • Non-expiring credits
  • One successful output per credit
  • No extra charge for verified retries
Compare credit packs ↘
POST/v1/remove
INPUTPNG · JPEG · WEBP
OUTPUTTRANSPARENT PNG
LIMIT10 MP / CREDIT

HOSTED · ONE-TIME PREPAID PACKS

Buy outputs.
Not GPU capacity.

Every tier uses the same hosted model. Plans differ only by credit volume, with pricing centered near one-third of the referenced remove.bg benchmark. Checkout remains disabled until payment, entitlement, legal, and production gates pass.

Starter pack

$15one time

500 non-expiring credits

$0.030 per successful output · same hosted production model.

Growth pack

$299one time

10,000 non-expiring credits

$0.0299 per successful output · same hosted production model.

PRICE ANCHOR · OCT 2026 · USD The Growth tier is about 3× lower than the referenced remove.bg annual-billing unit price. It is not a quality, SLA, or feature-equivalence claim.

CutoutJet Growth · proposed $0.0299 / creditremove.bg Business annual · $0.08901 / credit ↗

PREPAID PACK ESTIMATOR

500500k

5× Starter pack + 1× Growth pack covers 12.5K credits for $374. Unused credits remain available.

Starter pack · one-time$0.030 / credit
Growth pack · one-time$0.030 / credit
Scale pack · one-time$0.028 / credit

Estimator only. It minimizes purchase cost for the selected credit target; taxes and approved refunds are not included.

THE FUNDABLE PLAN

A working lane.
A measurable gap.
A clean next gate.

Funding goes to commercial model rights, a rights-cleared matched benchmark, target-cloud optimization, billing operations, and converting measured trials into repeat production revenue.

Download product + investor brief ↘
01Clear distribution rights

Ship only commercially redistributable model artifacts.

02Run the matched holdout

1,000 lossless, rights-cleared images against current competitors.

03Tune the hosted lane

TensorRT, fixed-fleet GPU load tests, and specialist boundary refinement.

04Convert the wedge

Three repeat customers with measured edit-time savings.

READY FOR THE REAL QUEUE

Put CutoutJet in the workflow.

Review the measured output now. Hosted prepaid checkout will open only after automated fulfillment, legal terms, and production operations pass their launch gates.

Checkout is intentionally offline. A public site setting cannot bypass the server-side billing, recovery, migration, Stripe-account, and webhook-version gates.