🤖⚔️🤖 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
Daniel YoungBEARER II · #742.7KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 728×
- Υ Yield · leads 6.1× · 2.7K
- Cost · cost leader · $0.54/1M
- Velocity · fast · 3.7 o/i
- Efficacy · strong · 192.11
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.
Daniel YoungDataThe Field
Raw
1.1MInput29.8K
3.9MOutput44.0K
767.5MCache-read8.9M
38.6MCache-write470.4K
811.1MTotal9.5M
$0.54Cost$0.55
Metrics
2.7KΥ Yield442
78.7%SNR59.6%
728×Leverage300×
3.70Velocity1.47
2.8610xDEV2.48
$0.54Cost per 1M$0.55
192.11Efficiency79.22
728:1:3.7Op Ratio300:1:1.5
811.1MTotal9.5M