tigerless-labs/cost-xray — GitHub trend

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FINDING #5510 · UNIT ID 1260962896

tigerless-labs/cost-xray

See what Claude Code and Codex actually send to the API — and what each part costs.

[ PYTHON ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00361

ENGAGEMENT0.36

FRESHNESS1.00

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

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

13% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

11.57

ACCEL

-2.32

RETENTION

58.3%

PEAK 2026-08-23 · FORK-RETENTION 75.0% · 81 STARS / WINDOW

Author Audience

AUDIENCE

3,167

FOLLOWERS

1,290

OWNER ★

2,934

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 81 / 81 (DIVERSITY 1.00)

Why This Is A Finding

tigerless-labs/cost-xray собрал 81 звёзд за окно, тогда как у автора всего 1,290 подписчиков — эффективная аудитория ≈ 3,167. Это даёт surprise-индекс 0.00361 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 75.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 44% OF 9771 FINDINGS

#05MddIdd/mdd-sim-gateway[ PYTHON ]0.41 #08zeenie-ai/OpenCompany[ PYTHON ]0.38 #15litaolemo/xtquant_big_convert[ PYTHON ]0.33 #23917Dhj/DeepPaperNote[ PYTHON ]0.27 #24LBH-123-AI/Comfyui_Minimax_h3_latent_Upscaler[ PYTHON ]0.27

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9771 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 44%

VELOCITY11.573.71+7.86ABOVE 81%

RETENTION58.3%39.3%+19.0 PPABOVE 78%

FORKS7891-13ABOVE 46%

SURPRISE0.000.01-0.01ABOVE 28%