🤖⚔️🤖 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
Dio MaulanaSEEKER I · #762.4KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 962×
- Υ Yield · leads 5.4× · 2.4K
- Cost · cost leader · $0.45/1M
- Velocity · fast · 2.5 o/i
- Efficacy · strong · 248.93
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.
Dio MaulanaDataThe Field
Raw
5.9MInput29.8K
14.5MOutput44.0K
5685.3MCache-read8.9M
183.3MCache-write470.4K
5889.0MTotal9.5M
$0.45Cost$0.55
Metrics
2.4KΥ Yield442
71.1%SNR59.6%
962×Leverage300×
2.46Velocity1.47
2.9810xDEV2.48
$0.45Cost per 1M$0.55
248.93Efficiency79.22
962:1:2.5Op Ratio300:1:1.5
5889.0MTotal9.5M