FINDING #7412 · UNIT ID 1330705878
vizart-vj/ComfyUI-MiniMax-H3-LongMedia
ComfyUI custom nodes for MiniMax H3 long-form video/audio generation with streamed Sol attention, compressed KV, adaptive VRAM guards, chunked MLP/final output, and SAFE long-sequence optimizations for limited VRAM.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
69% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
5.33
ACCEL
+0.34
RETENTION
10.8%
PEAK 2026-09-02 · FORK-RETENTION 40.0% · 160 STARS / WINDOW
Author Audience
AUDIENCE
44
FOLLOWERS
12
OWNER ★
322
Engagement Signals
FORKS
9
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 160 / 160 (DIVERSITY 1.00)
Why This Is A Finding
vizart-vj/ComfyUI-MiniMax-H3-LongMedia собрал 160 звёзд за окно, тогда как у автора всего 12 подписчиков — эффективная аудитория ≈ 44. Это даёт surprise-индекс 0.0633 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 40.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 23% OF 9679 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9679 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 23%
VELOCITY5.333.80+1.53ABOVE 62%
RETENTION10.8%25.0%-14.2 PPABOVE 22%
FORKS9112-103ABOVE 8%
SURPRISE0.060.01+0.05ABOVE 93%