🤖⚔️🤖 Throw Down
Manus ad Manum
Two operators. One cascade layer. Υ Yield, SNR, Leverage, Velocity, 10xDEV & blended cost — the data tells you not just who's ahead, but where and why.
vs
SongSeungJuTRANSMITTER · #702.1KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 629×
- Υ Yield · leads 5.7K× · 2.1K
- Cost · cost leader · $0.52/1M
- Velocity · fast · 3.3 o/i
- Efficacy · strong · 164.81
VS6–4
The FieldIGNITER · #12130.37Υ Yield
- Υ Yield · trails · 0
- Scale · heavyweight · 651074953.4K tok
- Regime · transient
- Leverage · light reuse · 1×
Raw shape↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shape↑ higher is better · ↓ lower is better (cost) — both reach outward when good
SongSeungJuDataThe Field
Raw
28.0MInput258885.9M
92.4MOutput79899.5M
17623.3MCache-read306174.3M
753.7MCache-write6115.2M
18497.4MTotal651075.0M
$0.52Cost$3.21
Metrics
2.1KΥ Yield0
76.7%SNR23.6%
629×Leverage1×
3.30Velocity0.31
2.8010xDEV0.07
$0.52Cost per 1M$3.21
164.81Efficiency0.38
629:1:3.3Op Ratio1:1:0.31
18497.4MTotal651075.0M