ai-dynamo/modelexpress — GitHub trend

FINDING #5754 · UNIT ID 982985446

ai-dynamo/modelexpress

Model Express is a Rust-based component meant to be placed next to existing model inference systems to speed up their startup times and improve overall performance.

[ PYTHON ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.000669

ENGAGEMENT1.00

FRESHNESS1.00

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

5% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

2.67

ACCEL

-3.50

RETENTION

7.1%

PEAK 2026-09-23 · FORK-RETENTION 0.0% · 8 STARS / WINDOW

Author Audience

AUDIENCE

3,944

FOLLOWERS

808

OWNER ★

11,638

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 8 / 8 (DIVERSITY 1.00)

Why This Is A Finding

ai-dynamo/modelexpress собрал 8 звёзд за окно, тогда как у автора всего 808 подписчиков — эффективная аудитория ≈ 3,944. Это даёт surprise-индекс 0.000669 (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 8308 FINDINGS

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METRICS IN CONTEXT

MEDIAN ACROSS ALL 8308 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 31%

VELOCITY2.675.67-3.00ABOVE 0%

RETENTION7.1%41.7%-34.5 PPABOVE 15%

FORKS83354-271ABOVE 26%

SURPRISE0.000.00-0.00ABOVE 20%