Draft small, then analyse

Draft cheap, judge each kind of fault where it shows, and buy no 1080p finish blind.

Cheap first (decided). Every video shot is drafted at 480p before its 1080p finish; what is judged on the draft and what on the finish is in Video with Seedance → Draft and finish. The face and its acting are judged on the finish, so the estimate for a face-led close-up allows for its finish turning into a retake. Stills are judged at full size before any edit.

No finish bought blind (decided). A 1080p finish costs about 80–96 Higgsfield credits (cr) per 5–6 s. So before any finish, the draft's window (the part of the take that will play in the film) gets a video-analysis report against your shot plan's intent:

1. Cut the window that will play and ask about it. Cut it from the 480p draft, and ask Gemini about it at 5 frames a second, with the plan's intent as lines, each answered met, partly or not met (the cut's steps below). Where Gemini is unavailable, use Higgsfield's video analysis and map its read onto the lines yourself. What to trust a report for, and the steps and question for asking Gemini, are in The quality bar → Judging motion honestly.

2. For a speaking shot, read the report for the face's life during the line: do the eyes, brows, breath and head move with the words, or only the mouth? Flag a dead face before the finish.

3. Decide the finish from three things side by side: your camera measurement of the window (the tracker method: Camera and lens → Measuring the dose on the sample batch), frames every 0.5 s (steps below), and the report's intent lines. Finish only when your frames and measurement meet the intent and the report contradicts none of it. Check a contradicted line on the frames at that time; if they confirm it, don't finish, and log the diagnosis for the next batch.

4. Quote the report as the tool's, in your take log and the batch review, never as your own reading. Never let it say "looks good": write the intent lines met or not met.

Gemini reads the clip at 5 frames a second; your own frame export is every 0.5 s, for checking by eye. A report points you to what to check on the frames; it never replaces them. The analysis costs sit in the round's estimate: Gemini about $0.06 per 60 s on Gemini 3.8 Flash at 5 fps and high resolution, about $0.16 on 3.1 Pro (read 19 Oct 2026; Flash prices double on 1 January 2027), in US dollars; Higgsfield up to about 2.3 cr (read Oct 2026); never added together.

Do it yourself

Cut the window from the draft (ffmpeg)

1. Take the window's in- and out-points, in seconds, from the plan.

2. Cut the window from the 480p draft:

ffmpeg -i take.mp4 -ss {in} -to {out} -c:a aac -c:v libx264 -preset slow -crf 16 window.mp4

1. Ask Gemini about window.mp4: follow The quality bar → Judging motion honestly → Do it yourself, "Ask Gemini about a take". On a draft, a "not met" that your frames confirm means no finish: log the diagnosis for the next batch.

Export frames every 0.5 s from the window (ffmpeg)

1. Export two frames a second from the cut window:

ffmpeg -i window.mp4 -vf fps=2 f_%04d.png

1. To export the last frame too, follow The quality bar → Judging motion honestly → Do it yourself. For the tracker, follow Camera and lens → Measuring the dose on the sample batch → Do it yourself.

Sources

• From the platforms' draft and finish settings, and Google's Gemini and Higgsfield's video analysis as the reading tools.