FINDING #7655 · UNIT ID 685878001
tavily-ai/tavily-python
The Tavily Python SDK allows for easy interaction with the Tavily API, offering the full range of our search, extract, crawl, map, and research functionalities directly from your Python programs. Easily integrate smart search, content extraction, and research capabilities into your applications, harnessing Tavily's powerful features.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
1% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
1.71
ACCEL
+0.36
RETENTION
40.0%
PEAK 2026-08-23 · FORK-RETENTION 0.0% · 12 STARS / WINDOW
Author Audience
AUDIENCE
2,882
FOLLOWERS
943
OWNER ★
4,982
Engagement Signals
FORKS
177
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 12 / 12 (DIVERSITY 1.00)
Why This Is A Finding
tavily-ai/tavily-python собрал 12 звёзд за окно, тогда как у автора всего 943 подписчиков — эффективная аудитория ≈ 2,882. Это даёт surprise-индекс 0.000587 (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 22% OF 9760 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9760 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 22%
VELOCITY1.713.71-2.00ABOVE 13%
RETENTION40.0%38.0%+2.0 PPABOVE 53%
FORKS17786+91ABOVE 68%
SURPRISE0.000.01-0.01ABOVE 11%