🤖⚔️🤖 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
홍승표(Seungpyo Hong)BASE III · #3921.9KΥ Yield◆ Leads 9–1
- Leverage · closed loop · 1.7K×
- Υ Yield · leads 50× · 21.9K
- Cost · cost leader · $0.68/1M
- Velocity · fast · 12.9 o/i
- Efficacy · strong · 466.17
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.
홍승표(Seungpyo Hong)DataThe Field
Raw
4.3MInput29.8K
55.1MOutput44.0K
7276.9MCache-read8.9M
640.6MCache-write470.4K
7976.9MTotal9.5M
$0.68Cost$0.55
Metrics
21.9KΥ Yield442
92.8%SNR59.6%
1.7K×Leverage300×
12.9Velocity1.47
3.2310xDEV2.48
$0.68Cost per 1M$0.55
466.17Efficiency79.22
1702:1:12.9Op Ratio300:1:1.5
7976.9MTotal9.5M