🤖⚔️🤖 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
kooockBEARER I · #548.9KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 2.2K×
- Υ Yield · leads 20× · 8.9K
- Cost · cost leader · $0.44/1M
- Velocity · fast · 4.0 o/i
- Efficacy · strong · 568.09
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.
kooockDataThe Field
Raw
466.4KInput29.8K
1.9MOutput44.0K
1023.9MCache-read8.9M
34.0MCache-write470.4K
1060.3MTotal9.5M
$0.44Cost$0.55
Metrics
8.9KΥ Yield442
80.2%SNR59.6%
2.2K×Leverage300×
4.04Velocity1.47
3.3410xDEV2.48
$0.44Cost per 1M$0.55
568.09Efficiency79.22
2195:1:4.0Op Ratio300:1:1.5
1060.3MTotal9.5M