🤖⚔️🤖 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
DeV!IGNITER III · #653.9KΥ Yield◆ Leads 9–1
- Leverage · closed loop · 909×
- Υ Yield · leads 8.8× · 3.9K
- Cost · cost leader · $0.68/1M
- Velocity · fast · 4.3 o/i
- Efficacy · strong · 251.42
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
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
DeV!DataThe Field
Raw
53.9KInput29.8K
229.1KOutput44.0K
49.0MCache-read8.9M
5.0MCache-write470.4K
54.2MTotal9.5M
$0.68Cost$0.55
Metrics
3.9KΥ Yield442
81.0%SNR59.6%
909×Leverage300×
4.25Velocity1.47
2.9610xDEV2.48
$0.68Cost per 1M$0.55
251.42Efficiency79.22
909:1:4.3Op Ratio300:1:1.5
54.2MTotal9.5M