Workflow scoreboard

Character c01 · 3 shots · seed 11 · same script through 3 workflow versions

Results

WorkflowAcceptedFirst try UnverifiableMin p10Attempts GPU sWarm $$/accepted sBilled $
keyframe_i2v@22/31/310.5010118$0.129$0.0127$0.141
lastframe_chain@10/30/33–9129$0.142–$0.086
keyframe_flf@12/32/310.5212107$0.117$0.0116$0.159

Accepted: shots whose final clip passed the identity gate (p10 ≥ 0.5 over ≥ 50% scorable frames). First try: every gated step passed on attempt 1, i.e. without the gate's re-rolls. Warm $: inference GPU time of every attempt, priced warm, whether or not it was a cache hit this run. Billed $: what this run paid, cold loads included; it depends on run order and caching, so compare arms on warm $. Bold is best in column.

Final videos

keyframe_i2v@2 · 2/3 accepted
lastframe_chain@1 · 0/3 accepted
keyframe_flf@1 · 2/3 accepted

Per shot: final clip identity

Shotkeyframe_i2v@2lastframe_chain@1keyframe_flf@1
s1
The person walks slowly toward the camera, looking ahead with a calm expression, gentle tracking shot, morning light.
?– · 0% scored
keyframe ×3 · clip ×2
only 0/21 frames scorable (need 50%); 100% face narrower than 64 px
?– · 0% scored
keyframe ×3 · clip ×2
only 0/21 frames scorable (need 50%); 100% face narrower than 64 px
?– · 0% scored
keyframe ×3 · end_keyframe ×1 · clip ×2
only 0/21 frames scorable (need 50%); 100% face narrower than 64 px
s2
The person smiles and nods at the barista just off camera, small natural head movement, steady camera, warm light.
✓0.50 · 57% scored
keyframe ×1 · clip ×2
p10 0.50 ≥ 0.50
?– · 0% scored
clip ×2
only 0/21 frames scorable (need 50%); 100% face narrower than 64 px
✓0.52 · 67% scored
keyframe ×1 · end_keyframe ×1 · clip ×1
p10 0.52 ≥ 0.50
s3
The person looks up from the cup toward the camera and smiles softly, slight camera push-in, rain on the window behind them.
✓0.56 · 100% scored
keyframe ×1 · clip ×1
p10 0.56 ≥ 0.50
?0.11 · 38% scored
clip ×2
only 8/21 frames scorable (need 50%); 62% face narrower than 64 px
✓0.62 · 100% scored
keyframe ×1 · end_keyframe ×1 · clip ×1
p10 0.62 ≥ 0.50

p10 of ArcFace similarity over scorable frames · share of sampled frames that were scorable (not profile, covered or too small) · attempts per step.