FINDING #1868 · UNIT ID 1143925975
QuantaAlpha/QuantaAlpha
QuantaAlpha transforms how you discover quantitative alpha factors by combining LLM intelligence with evolutionary strategies. Just describe your research direction, and watch as factors are automatically mined, evolved, and validated through self-evolving trajectories.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
48% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
6.78
ACCEL
-0.01
RETENTION
26.3%
PEAK 2026-05-19 · FORK-RETENTION 0.0% · 610 STARS / WINDOW
Author Audience
AUDIENCE
849
FOLLOWERS
144
OWNER ★
2,805
Engagement Signals
FORKS
257
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 610 / 610 (DIVERSITY 1.00)
Why This Is A Finding
QuantaAlpha/QuantaAlpha собрал 610 звёзд за окно, тогда как у автора всего 144 подписчиков — эффективная аудитория ≈ 849. Это даёт surprise-индекс 0.00762 (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 71% 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 71%
VELOCITY6.783.99+2.78ABOVE 68%
RETENTION26.3%17.1%+9.2 PPABOVE 70%
FORKS25790+168ABOVE 76%
SURPRISE0.010.01-0.00ABOVE 39%