🤖⚔️🤖 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
GwangHoonMoonBEARER I · #5942.2KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 15.1K×
- Υ Yield · leads 2.1K× · 942.2K
- Cost · cost leader · $0.47/1M
- Velocity · fast · 62.2 o/i
- Efficacy · strong · 3931.34
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
GwangHoonMoonDataThe Field
Raw
64.3KInput29.8K
4.0MOutput44.0K
974.5MCache-read8.9M
33.0MCache-write470.4K
1011.6MTotal9.5M
$0.47Cost$0.55
Metrics
942.2KΥ Yield442
98.4%SNR59.6%
15.1K×Leverage300×
62.2Velocity1.47
4.1810xDEV2.48
$0.47Cost per 1M$0.55
3931.34Efficiency79.22
15149:1:62.2Op Ratio300:1:1.5
1011.6MTotal9.5M