FINDING #1100 · UNIT ID 1291327564
zai-project/glm-5.2-free-desktop-app
glm-5.2 free z.ai z-ai open source open-weights mit license mixture of experts moe artificial intelligence large language model 1m context window api key zenmux openrouter chat.z.ai browser interface coding agent claude code setup guide tutorial download documentation github huggingface benchmark performance terminal-bench
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
86% 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
S6 · OWNER HAS ALMOST NO FOLLOWERS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
21.71
ACCEL
+3.07
RETENTION
47.5%
PEAK 2026-07-12 · FORK-RETENTION 0.0% · 152 STARS / WINDOW
Author Audience
AUDIENCE
19
FOLLOWERS
1
OWNER ★
177
Engagement Signals
FORKS
0
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 152 / 152 (DIVERSITY 1.00)
Why This Is A Finding
zai-project/glm-5.2-free-desktop-app собрал 152 звёзд за окно, тогда как у автора всего 1 подписчиков — эффективная аудитория ≈ 19. Это даёт surprise-индекс 0.37 (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 2% OF 1120 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1120 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.01-0.01ABOVE 2%
VELOCITY21.7113.86+7.86ABOVE 64%
RETENTION47.5%36.8%+10.7 PPABOVE 68%
FORKS050-50ABOVE 0%
SURPRISE0.370.04+0.33ABOVE 95%