🤖⚔️🤖 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.
Operator A
vsOperator B
SongSeungJuBASE I · #792.1KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 629×
- Υ Yield · leads 4.7× · 2.1K
- Cost · cost leader · $0.52/1M
- Velocity · fast · 3.3 o/i
- Efficacy · strong · 164.81
VS10–0
The FieldSEEKER I · #116442Υ Yield
- Leverage · closed loop · 300×
- Υ Yield · trails · 442
- Cost · cost leader · $0.55/1M
- Velocity · fast · 1.5 o/i
- Efficacy · strong · 79.22
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
28.0MInput29.8K
92.4MOutput44.0K
17623.3MCache-read8.9M
753.7MCache-write470.4K
18497.4MTotal9.5M
$0.52Cost$0.55
Metrics
2.1KΥ Yield442
76.7%SNR59.6%
629×Leverage300×
3.30Velocity1.47
2.8010xDEV2.48
$0.52Cost per 1M$0.55
164.81Efficiency79.22
629:1:3.3Op Ratio300:1:1.5
18497.4MTotal9.5M