🤖⚔️🤖 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
limpBASE I · #17110.3KΥ Yield◆ Leads 8–2
- Leverage · closed loop · 505×
- Υ Yield · leads 250× · 110.3K
- Velocity · fast · 218.3 o/i
- Efficacy · strong · 180.83
- Scale · heavyweight · 17748735.6K tok
VS8–2
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
limpDataThe Field
Raw
24.5MInput29.8K
5350.2MOutput44.0K
12374.0MCache-read8.9M
43.1KCache-write470.4K
17748.7MTotal9.5M
$4.73Cost$0.55
Metrics
110.3KΥ Yield442
99.5%SNR59.6%
505×Leverage300×
218.3Velocity1.47
2.7010xDEV2.48
$4.73Cost per 1M$0.55
180.83Efficiency79.22
505:1:218.3Op Ratio300:1:1.5
17748.7MTotal9.5M