🤖⚔️🤖 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
Valentino CossarBEARER III · #97831Υ Yield◆ Leads 10–0
- Leverage · closed loop · 466×
- Υ Yield · leads 1.9× · 831
- Cost · cost leader · $0.42/1M
- Velocity · fast · 1.8 o/i
- Efficacy · strong · 119.17
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.
Valentino CossarDataThe Field
Raw
1.1MInput29.8K
1.9MOutput44.0K
508.2MCache-read8.9M
9.6MCache-write470.4K
520.8MTotal9.5M
$0.42Cost$0.55
Metrics
831Υ Yield442
64.1%SNR59.6%
466×Leverage300×
1.78Velocity1.47
2.6710xDEV2.48
$0.42Cost per 1M$0.55
119.17Efficiency79.22
466:1:1.8Op Ratio300:1:1.5
520.8MTotal9.5M