How long does video restoration take? The factors that move it

Roughly: processing time ≈ total pixels × per-frame model cost ÷ machine throughput, plus encoding. To estimate a job, look at the frame count and the preset first.

Six factors

FactorWhy it matters
ResolutionPixel count grows with area — 1080p to 4K is roughly 4×
Duration and frame rateTogether they set the frame count, which scales time linearly
Model and presetAccurate presets are slower but catch more and reconstruct better
MachineThe same clip can differ substantially between chips
Stacked jobsRunning restoration plus enhancement in one pass adds up
Encoding settingsOutput codec and bitrate also consume time

Estimating a job

  1. Run a 10–30 second sample at the same settings and note the time.
  2. Scale by duration to project the full clip.
  3. If you changed preset or stacked features, apply a multiplier — accurate presets are noticeably slower.

Speed versus quality

  • Our default is quality first; we do not trade picture for speed by default.
  • In a hurry? Run the fast preset across the whole clip, then re-run only the key shots at high quality.
  • Avoid repeated passes: every reconstruction plus re-encode adds loss. Go from the original source once.

Frequently asked questions

Why does the same clip take very different times?

Mostly pixel count (resolution × frames), the model and preset you chose, your machine, and whether you stacked several jobs into one run.

How can I estimate a long job quickly?

Process a 10–30 second sample at the final settings, then scale the time by duration.

What if I need it fast but still want quality?

Scan the whole clip with the fast preset, then re-run the important shots at high quality instead of settling for one low setting everywhere.

More topics on the guides hub, or see what Lumasce does.