🤖⚔️🤖 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
Yuan ChenBEARER III · #605.2KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 1.2K×
- Υ Yield · leads 12× · 5.2K
- Cost · cost leader · $0.41/1M
- Velocity · fast · 4.2 o/i
- Efficacy · strong · 314.87
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
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
Yuan ChenDataThe Field
Raw
409.9KInput29.8K
1.7MOutput44.0K
506.2MCache-read8.9M
8.3MCache-write470.4K
516.7MTotal9.5M
$0.41Cost$0.55
Metrics
5.2KΥ Yield442
80.9%SNR59.6%
1.2K×Leverage300×
4.24Velocity1.47
3.0910xDEV2.48
$0.41Cost per 1M$0.55
314.87Efficiency79.22
1235:1:4.2Op Ratio300:1:1.5
516.7MTotal9.5M