🤖⚔️🤖 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
signal-550d42ee22SEEKER II · #624.5KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 3.0K×
- Υ Yield · leads 56× · 24.5K
- Cost · cost leader · $0.41/1M
- Velocity · fast · 8.2 o/i
- Efficacy · strong · 761.47
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
signal-550d42ee22DataThe Field
Raw
1.7MInput29.8K
14.2MOutput44.0K
5131.8MCache-read8.9M
100.8MCache-write470.4K
5248.5MTotal9.5M
$0.41Cost$0.55
Metrics
24.5KΥ Yield442
89.2%SNR59.6%
3.0K×Leverage300×
8.23Velocity1.47
3.4710xDEV2.48
$0.41Cost per 1M$0.55
761.47Efficiency79.22
2979:1:8.2Op Ratio300:1:1.5
5248.5MTotal9.5M