Music video starring you

Eval results

Not held outRun 29 Sep 2026Eval write-up (decosa-api, access required)

• Planned cuts found on the beat in the exports27 / 27syntheticn = 273 storyboard renders of the sample song; median 5.7 ms, max 16.3 ms from the beat grid (half a frame at 30 fps is 16.7 ms).
• Storyboard frames flagged by the frame safety check0 / 30syntheticn = 30Sample performers are synthetic adults; the check fails closed.
• Storyboard video done (p50)88.2 ssyntheticn = 386-105 s (p50 88.2 s); first picture drawn after 12-20 s; shared GPU.
• Cost per storyboard video$0.029-0.034syntheticn = 3Text model at list price plus GPU time at $1.32/h.
• MiniMax H3 time per moving shot57-65 s (one reference)syntheticn = 10Sketch tier 864x480, fp8, one 96 GB card, peak 49.6-52 GiB; recorded in a GPU window on 29 Sep.
• MiniMax H3 cost per shot$0.022-0.029syntheticn = 27GPU time at $1.32/h; 27 shots including 6 re-rolls.
• Face likeness to the consent clip (ArcFace cosine, storyboard / H3)0.52 / 0.36syntheticInternal QC with a non-commercial model, not shipped. H3 shots were often wide or turned away (faces found in 15 of 80 sampled frames); frontal re-rolls reached 0.51.
• Moving shots that kept the face (likeness gate)5 / 10syntheticn = 10One middle frame per moving shot checked against each person's reference; the rest fell back to the still. Some wrong faces still pass.
• Blind artist: posts it / would pay (storyboard; moving)yes, $20; no, $0syntheticn = 1An Opus sub-agent as an independent artist: the storyboard as a teaser and Canvas, not as the music video; the moving shots lost her face too often. Before the likeness gate on moving shots.

Nightly smoke check

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Result

pass

Run

29 Sep 2026

Latency, this run

n/a

p50 over passed runs

88 s

Receipts

5

Model calls

n/a

Tokens

n/a

Cost per run

$0.029

Self-host verification

Not yet verified on a fresh self-host setup.

Models and licences

Standard tier. Licence posture: permissive (Apache, MIT or BSD).

• Consent read-back: hears whether the clip says the sentence and its three fresh wordsQwen3-ASR-1.7B (language pack speech service)Apache-2.0
• Face detection only (boxes): exactly one face, present and moving through the clip; its three sharpest frames become the only face referencesUltra-Light-Fast-Generic-Face-Detector-1MB (version-RFB-320)MIT
• Adult check on the consent frames (vision), the shot list per song section, and the frame safety and likeness checksQwen3.8-27B (NVFP4)Apache-2.0
• Beat grid, bars and sections of the song (CPU; the music-video studio's analyzer): cuts land on bar downbeatsdecosa-mvideo-analyze (services/mvideo)AGPL-3.0-or-later (decosa-api)
• Storyboard: one still per shot drawn from the consent-clip references, then a camera move (push, pan, drift)FLUX.2 klein 4BApache-2.0
• The edit (CPU): shots cut on the bar downbeats at 30 fps, the AI video label on every frame, an end card crediting the music, exports in 16:9, 9:16 and a Spotify Canvas loop; cut timing measured back from the pixels; C2PA per filedecosa-api starring module + FFmpeg + c2pa-pythonAGPL-3.0-or-later

All quality evidence

Every sourced number on the tool’s Stack tab, by tier. Some are proxies from another task; their labels say so.