🤖⚔️🤖 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
jackBEARER III · #4021.8KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 3.3K×
- Υ Yield · leads 49× · 21.8K
- Cost · cost leader · $0.51/1M
- Velocity · fast · 6.7 o/i
- Efficacy · strong · 861.57
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.
jackDataThe Field
Raw
169.6KInput29.8K
1.1MOutput44.0K
552.3MCache-read8.9M
31.0MCache-write470.4K
584.6MTotal9.5M
$0.51Cost$0.55
Metrics
21.8KΥ Yield442
87.0%SNR59.6%
3.3K×Leverage300×
6.68Velocity1.47
3.5110xDEV2.48
$0.51Cost per 1M$0.55
861.57Efficiency79.22
3257:1:6.7Op Ratio300:1:1.5
584.6MTotal9.5M