FINDING #1607 · UNIT ID 528898425
nkaz001/hftbacktest
Free, open source, a high frequency trading and market making backtesting and trading bot, which accounts for limit orders, queue positions, and latencies, utilizing full tick data for trades and order books(Level-2 and Level-3), with real-world crypto trading examples for Binance and Bybit
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
4% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
23.71
ACCEL
+0.86
RETENTION
36.9%
PEAK 2026-08-24 · FORK-RETENTION 40.0% · 166 STARS / WINDOW
Author Audience
AUDIENCE
1,030
FOLLOWERS
507
OWNER ★
5,234
Engagement Signals
FORKS
882
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 166 / 166 (DIVERSITY 1.00)
Why This Is A Finding
nkaz001/hftbacktest собрал 166 звёзд за окно, тогда как у автора всего 507 подписчиков — эффективная аудитория ≈ 1,030. Это даёт surprise-индекс 0.0222 (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 84% OF 9760 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9760 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 84%
VELOCITY23.713.71+20.00ABOVE 90%
RETENTION36.9%38.0%-1.2 PPABOVE 48%
FORKS88286+796ABOVE 92%
SURPRISE0.020.01+0.01ABOVE 71%