FINDING #4141 · UNIT ID 1261170027
12britz/awesome-free-models
A curated list of free AI models, APIs, and tools you can use without paying a cent.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
78% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
33.97
ACCEL
-3.01
RETENTION
14.1%
PEAK 2026-06-19 · FORK-RETENTION 0.0% · 1,019 STARS / WINDOW
Author Audience
AUDIENCE
173
FOLLOWERS
38
OWNER ★
1,352
Engagement Signals
FORKS
108
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,019 / 1,019 (DIVERSITY 1.00)
Why This Is A Finding
12britz/awesome-free-models собрал 1,019 звёзд за окно, тогда как у автора всего 38 подписчиков — эффективная аудитория ≈ 173. Это даёт surprise-индекс 0.16 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 34% OF 6295 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 34%
VELOCITY33.974.23+29.73ABOVE 92%
RETENTION14.1%29.4%-15.4 PPABOVE 19%
FORKS10892+16ABOVE 54%
SURPRISE0.160.01+0.15ABOVE 99%