FINDING #1520 · 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
25.57
ACCEL
-3.43
RETENTION
34.2%
PEAK 2026-08-24 · FORK-RETENTION 43.5% · 179 STARS / WINDOW
Author Audience
AUDIENCE
1,033
FOLLOWERS
507
OWNER ★
5,256
Engagement Signals
FORKS
884
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 179 / 179 (DIVERSITY 1.00)
Why This Is A Finding
nkaz001/hftbacktest собрал 179 звёзд за окно, тогда как у автора всего 507 подписчиков — эффективная аудитория ≈ 1,033. Это даёт surprise-индекс 0.0238 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 43.5% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 84% OF 9771 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9771 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 84%
VELOCITY25.573.71+21.86ABOVE 91%
RETENTION34.2%39.3%-5.1 PPABOVE 43%
FORKS88491+793ABOVE 92%
SURPRISE0.020.01+0.01ABOVE 73%