🤖⚔️🤖 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
NamGihoREFINER II · #2759.8KΥ Yield◆ Leads 9–1
- Leverage · closed loop · 3.7K×
- Υ Yield · leads 135× · 59.8K
- Cost · cost leader · $0.64/1M
- Velocity · fast · 16.2 o/i
- Efficacy · strong · 1008.87
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.
NamGihoDataThe Field
Raw
555.6KInput29.8K
9.0MOutput44.0K
2053.4MCache-read8.9M
179.6MCache-write470.4K
2242.6MTotal9.5M
$0.64Cost$0.55
Metrics
59.8KΥ Yield442
94.2%SNR59.6%
3.7K×Leverage300×
16.2Velocity1.47
3.5710xDEV2.48
$0.64Cost per 1M$0.55
1008.87Efficiency79.22
3696:1:16.2Op Ratio300:1:1.5
2242.6MTotal9.5M