🤖⚔️🤖 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
이준서IGNITER III · #5011.4KΥ Yield◆ Leads 9–1
- Leverage · closed loop · 1.6K×
- Υ Yield · leads 26× · 11.4K
- Cost · cost leader · $0.63/1M
- Velocity · fast · 7.0 o/i
- Efficacy · strong · 444.68
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.
이준서DataThe Field
Raw
47.2KInput29.8K
329.9KOutput44.0K
76.9MCache-read8.9M
6.7MCache-write470.4K
84.0MTotal9.5M
$0.63Cost$0.55
Metrics
11.4KΥ Yield442
87.5%SNR59.6%
1.6K×Leverage300×
6.99Velocity1.47
3.2110xDEV2.48
$0.63Cost per 1M$0.55
444.68Efficiency79.22
1630:1:7.0Op Ratio300:1:1.5
84.0MTotal9.5M