FINDING #5318 · UNIT ID 1155232855
FireRedTeam/FireRed-Image-Edit
FireRed-Image-Edit is a powerful image editing foundation model achieving open-source state-of-the-art performance with precise instruction following, high-fidelity generation, superior identity consistency, and seamless multi-element fusion.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
100% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S4 · MORE WINDOW STARS THAN LIVE STARS (PURGED FAKES?)
Growth Telemetry
VELOCITY /D
7.27
ACCEL
-0.09
RETENTION
8.3%
PEAK 2026-02-12 · FORK-RETENTION 0.0% · 1,309 STARS / WINDOW
Author Audience
AUDIENCE
3,599
FOLLOWERS
595
OWNER ★
12,045
Engagement Signals
FORKS
76
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,309 / 1,309 (DIVERSITY 1.00)
Why This Is A Finding
FireRedTeam/FireRed-Image-Edit собрал 1,309 звёзд за окно, тогда как у автора всего 595 подписчиков — эффективная аудитория ≈ 3,599. Это даёт surprise-индекс 0.002 (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 11% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 11%
VELOCITY7.273.29+3.98ABOVE 75%
RETENTION8.3%11.3%-3.1 PPABOVE 39%
FORKS7699-23ABOVE 42%
SURPRISE0.000.01-0.01ABOVE 22%