🤖⚔️🤖 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
Woojin.joeIGNITER I · #27648Υ Yield
- Leverage · closed loop · 127×
- Υ Yield · trails · 48
- Cost · cost leader · $0.62/1M
- Efficacy · strong · 34.53
- Build Archetype · convergent
VS4–6
The FieldSEEKER I · #116442Υ Yield◆ Leads 6–4
- Leverage · closed loop · 300×
- Υ Yield · leads 9.3× · 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.
Woojin.joeDataThe Field
Raw
2.6MInput29.8K
988.7KOutput44.0K
335.6MCache-read8.9M
27.6MCache-write470.4K
366.8MTotal9.5M
$0.62Cost$0.55
Metrics
48Υ Yield442
27.3%SNR59.6%
127×Leverage300×
0.38Velocity1.47
2.1010xDEV2.48
$0.62Cost per 1M$0.55
34.53Efficiency79.22
127:1:0.38Op Ratio300:1:1.5
366.8MTotal9.5M