FINDING #8627 · UNIT ID 1347791075
slee-persis/GVS5H
GVS5H: Five Qwen3.8-27B Models Match Claude Fable 5 on LiveCodeBench Hard | Fable 5 Level Coding for a Fifth the Price - or on a Single GPU
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
2% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
2.57
ACCEL
-1.04
RETENTION
20.8%
PEAK 2026-10-06 · FORK-RETENTION 0.0% · 18 STARS / WINDOW
Author Audience
AUDIENCE
82
FOLLOWERS
7
OWNER ★
747
Engagement Signals
FORKS
92
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 18 / 18 (DIVERSITY 1.00)
Why This Is A Finding
slee-persis/GVS5H собрал 18 звёзд за окно, тогда как у автора всего 7 подписчиков — эффективная аудитория ≈ 82. Это даёт surprise-индекс 0.0211 (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 11% OF 9747 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9747 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 11%
VELOCITY2.573.57-1.00ABOVE 35%
RETENTION20.8%33.3%-12.5 PPABOVE 33%
FORKS92104-12ABOVE 47%
SURPRISE0.020.01+0.01ABOVE 72%