🤖⚔️🤖 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
jojunhee125SEEKER II · #4120.8KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 2.1K×
- Υ Yield · leads 47× · 20.8K
- Cost · cost leader · $0.46/1M
- Velocity · fast · 9.8 o/i
- Efficacy · strong · 550.36
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.
jojunhee125DataThe Field
Raw
2.4MInput29.8K
23.4MOutput44.0K
5125.9MCache-read8.9M
137.6MCache-write470.4K
5289.3MTotal9.5M
$0.46Cost$0.55
Metrics
20.8KΥ Yield442
90.7%SNR59.6%
2.1K×Leverage300×
9.75Velocity1.47
3.3310xDEV2.48
$0.46Cost per 1M$0.55
550.36Efficiency79.22
2134:1:9.8Op Ratio300:1:1.5
5289.3MTotal9.5M