FINDING #714 · UNIT ID 1234724745
open-free-llm-api/awesome-freellm-apis
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SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
95% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
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
23.33
ACCEL
-0.01
RETENTION
19.0%
PEAK 2026-06-26 · FORK-RETENTION 0.0% · 700 STARS / WINDOW
Author Audience
AUDIENCE
168
FOLLOWERS
10
OWNER ★
738
Engagement Signals
FORKS
86
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 700 / 700 (DIVERSITY 1.00)
Why This Is A Finding
open-free-llm-api/awesome-freellm-apis собрал 700 звёзд за окно, тогда как у автора всего 10 подписчиков — эффективная аудитория ≈ 168. Это даёт surprise-индекс 0.11 (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 30% OF 1013 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1013 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 30%
VELOCITY23.337.20+16.13ABOVE 73%
RETENTION19.0%30.8%-11.8 PPABOVE 27%
FORKS8656+30ABOVE 57%
SURPRISE0.110.03+0.08ABOVE 88%