🤖⚔️🤖 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
나형진(Hyeongjin Na)BASE III · #4218.7KΥ Yield◆ Leads 9–1
- Leverage · closed loop · 1.8K×
- Υ Yield · leads 42× · 18.7K
- Cost · cost leader · $0.57/1M
- Velocity · fast · 10.2 o/i
- Efficacy · strong · 487.83
VS9–1
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.
나형진(Hyeongjin Na)DataThe Field
Raw
4.4MInput29.8K
44.3MOutput44.0K
7991.7MCache-read8.9M
465.8MCache-write470.4K
8506.2MTotal9.5M
$0.57Cost$0.55
Metrics
18.7KΥ Yield442
91.1%SNR59.6%
1.8K×Leverage300×
10.2Velocity1.47
3.2610xDEV2.48
$0.57Cost per 1M$0.55
487.83Efficiency79.22
1834:1:10.2Op Ratio300:1:1.5
8506.2MTotal9.5M