FINDING #4109 · UNIT ID 1111335968
waybarrios/vllm-mlx
OpenAI and Anthropic compatible server for Apple Silicon. Run LLMs and vision-language models (Llama, Qwen-VL, LLaVA) with continuous batching, MCP tool calling, and multimodal support. Native MLX backend, 400+ tok/s. Works with Claude Code.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
92% 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
Growth Telemetry
VELOCITY /D
7.31
ACCEL
-0.03
RETENTION
17.8%
PEAK 2026-04-23 · FORK-RETENTION 0.0% · 1,316 STARS / WINDOW
Author Audience
AUDIENCE
372
FOLLOWERS
173
OWNER ★
1,987
Engagement Signals
FORKS
198
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,316 / 1,316 (DIVERSITY 1.00)
Why This Is A Finding
waybarrios/vllm-mlx собрал 1,316 звёзд за окно, тогда как у автора всего 173 подписчиков — эффективная аудитория ≈ 372. Это даёт surprise-индекс 0.0178 (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 31% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 31%
VELOCITY7.313.29+4.02ABOVE 75%
RETENTION17.8%11.3%+6.4 PPABOVE 67%
FORKS19899+99ABOVE 69%
SURPRISE0.020.01+0.01ABOVE 70%