AI Video Upscaler
Finishing-step video upscaling to a stated specification for premium tiers and masters, priced by duration and target resolution.
Clips finished to the destination’s specification
The video upscaler takes a locked clip to a higher resolution with per-frame detail reconstruction, so a catalogue produced at working size can meet the stated spec of a storefront tier or a large-format placement. It runs on the video_upscaler model, priced by duration and target resolution — the figure is shown on the job before you confirm, and failed jobs refund automatically.
The finishing procedure
Lock the cut at working size
Casting, edits and grade final where iteration is cheap. Nothing enters this instrument unfinished.
Scale once, to spec
Target the placement’s actual requirement. Beyond-spec resolution is a cost with no corresponding reading.
Spot-check across the duration
Faces and motion edges at full size, sampled at the start, at turns and at light changes — the coordinates where detail fails first.
Where the step earns its rate
Tiers that advertise HD
Paid placements carrying a resolution claim receive files that honestly measure up to the label.
Promoting a proven clip
A teaser outperforming the catalogue earns a delivery pass for larger placements.
Master copies
One high-resolution master of each flagship scene, while the working catalogue stays lean.
Finishing briefs, annotated
A locked, fully cast clip, scaled once to the premium tier’s stated resolution, spot-checked at three timestamps.
The working file remains the master of record; the scaled copy is a delivery artifact with a known specification.
An unedited sequence with two scenes still awaiting casting decisions.
Verdict: not yet. Scaling unfinished footage prices the seconds you will cut away. Lock first, measure second.
Cost levers
| Lever | Effect | Bench advice |
|---|---|---|
| Duration | Longer clips cost more | Scale the shipped cut, never the rushes |
| Target resolution | Higher costs more | Match the placement’s specification exactly |
| Timing | The rate is the same whenever run | Run it last, after every other decision is locked |
How is video upscaling priced?
By duration and target resolution on the video_upscaler model, shown before you confirm. Failed jobs refund automatically.
Can it rescue a weak clip?
No. It raises resolution, not the quality of performance, casting or light. Correct those at working size first.
Should every clip be scaled?
No. Teasers and routine feed clips rarely repay it. Reserve the pass for paid tiers, breakouts and master copies.
Does it replace the original clip?
No. It produces a delivery copy alongside the working file, which remains untouched.
What gets checked afterwards?
Faces and motion edges at full size across the clip, sampled particularly at turns and lighting changes.
One account, one reference, every instrument
Stills, clips, adjustments, casting and finishing read from the same spec sheet and draw on the same balance. Set the reference once; the bench stays calibrated.
Open the generator