FINDING #4281 · UNIT ID 1187099783
aiptimizer/TurboOCR
Fast GPU OCR server. 270 img/s on FUNSD. TensorRT FP16, PP-OCRv5, HTTP + gRPC.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
88% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
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
3.74
ACCEL
-0.09
RETENTION
5.1%
PEAK 2026-04-23 · FORK-RETENTION 0.0% · 337 STARS / WINDOW
Author Audience
AUDIENCE
94
FOLLOWERS
7
OWNER ★
400
Engagement Signals
FORKS
50
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 337 / 337 (DIVERSITY 1.00)
Why This Is A Finding
aiptimizer/TurboOCR собрал 337 звёзд за окно, тогда как у автора всего 7 подписчиков — эффективная аудитория ≈ 94. Это даёт surprise-индекс 0.0279 (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 33% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 33%
VELOCITY3.743.99-0.25ABOVE 48%
RETENTION5.1%17.1%-12.0 PPABOVE 13%
FORKS5090-39ABOVE 33%
SURPRISE0.030.01+0.02ABOVE 76%