FINDING #7980 · UNIT ID 1132444278
wafer-ai/gpu-perf-engineering-resources
A curated resource list for learning AI performance engineering, from GPU fundamentals to production inference.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
9% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
17.14
ACCEL
+11.07
RETENTION
0.0%
PEAK 2026-08-22 · FORK-RETENTION 0.0% · 120 STARS / WINDOW
Author Audience
AUDIENCE
540
FOLLOWERS
126
OWNER ★
1,465
Engagement Signals
FORKS
177
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 120 / 120 (DIVERSITY 1.00)
Why This Is A Finding
wafer-ai/gpu-perf-engineering-resources собрал 120 звёзд за окно, тогда как у автора всего 126 подписчиков — эффективная аудитория ≈ 540. Это даёт surprise-индекс 0.0295 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 18% OF 9733 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9733 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 18%
VELOCITY17.143.57+13.57ABOVE 87%
RETENTION0.0%34.4%-34.4 PPABOVE 0%
FORKS17798+79ABOVE 64%
SURPRISE0.030.01+0.02ABOVE 80%