🤖⚔️🤖 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
~小红帽SEEKER III · #104573Υ Yield◆ Leads 10–0
- Leverage · closed loop · 361×
- Υ Yield · leads 1.3× · 573
- Cost · cost leader · $0.44/1M
- Velocity · fast · 1.6 o/i
- Efficacy · strong · 92.62
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.
~小红帽DataThe Field
Raw
10.5MInput29.8K
16.6MOutput44.0K
3792.3MCache-read8.9M
77.7MCache-write470.4K
3897.2MTotal9.5M
$0.44Cost$0.55
Metrics
573Υ Yield442
61.3%SNR59.6%
361×Leverage300×
1.59Velocity1.47
2.5610xDEV2.48
$0.44Cost per 1M$0.55
92.62Efficiency79.22
361:1:1.6Op Ratio300:1:1.5
3897.2MTotal9.5M