FINDING #3180 · UNIT ID 1172574522
Andyyyy64/whichllm
Find the local LLM that actually runs and performs best on your hardware. Ranked by real, recency-aware benchmarks, not parameter count. One command, run it instantly.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
100% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
64.49
ACCEL
+0.35
RETENTION
7.8%
PEAK 2026-06-09 · FORK-RETENTION 0.0% · 5,804 STARS / WINDOW
Author Audience
AUDIENCE
687
FOLLOWERS
98
OWNER ★
5,887
Engagement Signals
FORKS
309
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 5,804 / 5,804 (DIVERSITY 1.00)
Why This Is A Finding
Andyyyy64/whichllm собрал 5,804 звёзд за окно, тогда как у автора всего 98 подписчиков — эффективная аудитория ≈ 687. Это даёт surprise-индекс 0.0887 (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 50% 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 50%
VELOCITY64.493.99+60.49ABOVE 97%
RETENTION7.8%17.1%-9.3 PPABOVE 22%
FORKS30990+220ABOVE 79%
SURPRISE0.090.01+0.08ABOVE 100%