🤖⚔️🤖 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
방성환REFINER I · #673.7KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 738×
- Υ Yield · leads 8.3× · 3.7K
- Cost · cost leader · $0.51/1M
- Velocity · fast · 5.0 o/i
- Efficacy · strong · 191.79
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
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
방성환DataThe Field
Raw
3.5MInput29.8K
17.3MOutput44.0K
2556.7MCache-read8.9M
85.2MCache-write470.4K
2662.7MTotal9.5M
$0.51Cost$0.55
Metrics
3.7KΥ Yield442
83.3%SNR59.6%
738×Leverage300×
4.98Velocity1.47
2.8710xDEV2.48
$0.51Cost per 1M$0.55
191.79Efficiency79.22
738:1:5.0Op Ratio300:1:1.5
2662.7MTotal9.5M