🤖⚔️🤖 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
강동재SEEKER I · #100654Υ Yield◆ Leads 10–0
- Leverage · closed loop · 419×
- Υ Yield · leads 1.5× · 654
- Cost · cost leader · $0.42/1M
- Velocity · fast · 1.6 o/i
- Efficacy · strong · 106.85
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.
강동재DataThe Field
Raw
14.0MInput29.8K
21.9MOutput44.0K
5875.5MCache-read8.9M
96.0MCache-write470.4K
6007.5MTotal9.5M
$0.42Cost$0.55
Metrics
654Υ Yield442
61.0%SNR59.6%
419×Leverage300×
1.56Velocity1.47
2.6210xDEV2.48
$0.42Cost per 1M$0.55
106.85Efficiency79.22
419:1:1.6Op Ratio300:1:1.5
6007.5MTotal9.5M