FINDING #8831 · UNIT ID 1252526989
ideogram-oss/ideogram4
Ideogram 4: Open image model at the forefront of design
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
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
4.29
ACCEL
-0.29
RETENTION
66.7%
PEAK 2026-08-22 · FORK-RETENTION 0.0% · 30 STARS / WINDOW
Author Audience
AUDIENCE
715
FOLLOWERS
79
OWNER ★
2,789
Engagement Signals
FORKS
286
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 30 / 30 (DIVERSITY 1.00)
Why This Is A Finding
ideogram-oss/ideogram4 собрал 30 звёзд за окно, тогда как у автора всего 79 подписчиков — эффективная аудитория ≈ 715. Это даёт surprise-индекс 0.00567 (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 10% 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 10%
VELOCITY4.293.71+0.57ABOVE 54%
RETENTION66.7%38.0%+28.6 PPABOVE 86%
FORKS28686+200ABOVE 78%
SURPRISE0.010.01-0.00ABOVE 36%