🤖⚔️🤖 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
Phil DufaultREFINER II · #634.1KΥ Yield◆ Leads 9–1
- Leverage · closed loop · 892×
- Υ Yield · leads 9.3× · 4.1K
- Cost · cost leader · $0.65/1M
- Velocity · fast · 4.6 o/i
- Efficacy · strong · 243.60
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.
Phil DufaultDataThe Field
Raw
2.0MInput29.8K
9.2MOutput44.0K
1771.7MCache-read8.9M
153.5MCache-write470.4K
1936.4MTotal9.5M
$0.65Cost$0.55
Metrics
4.1KΥ Yield442
82.2%SNR59.6%
892×Leverage300×
4.61Velocity1.47
2.9510xDEV2.48
$0.65Cost per 1M$0.55
243.60Efficiency79.22
892:1:4.6Op Ratio300:1:1.5
1936.4MTotal9.5M