🤖⚔️🤖 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
Nikita ReshetnikSEEKER I · #71.8KΥ Yield◆ Leads 9–1
- Leverage · closed loop · 507×
- Υ Yield · leads 4.2× · 1.8K
- Cost · cost leader · $0.62/1M
- Velocity · fast · 3.6 o/i
- Efficacy · strong · 136.21
VS9–1
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
Nikita ReshetnikDataThe Field
Raw
11.0MInput29.8K
39.9MOutput44.0K
5581.4MCache-read8.9M
381.1MCache-write470.4K
6013.4MTotal9.5M
$0.62Cost$0.55
Metrics
1.8KΥ Yield442
78.4%SNR59.6%
507×Leverage300×
3.62Velocity1.47
2.7010xDEV2.48
$0.62Cost per 1M$0.55
136.21Efficiency79.22
507:1:3.6Op Ratio300:1:1.5
6013.4MTotal9.5M