🤖⚔️🤖 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
LEE GANGMINBEARER III · #5011.3KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 1.4K×
- Υ Yield · leads 25× · 11.3K
- Cost · cost leader · $0.53/1M
- Velocity · fast · 7.9 o/i
- Efficacy · strong · 375.12
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.
LEE GANGMINDataThe Field
Raw
427.1KInput29.8K
3.4MOutput44.0K
610.0MCache-read8.9M
27.4MCache-write470.4K
641.2MTotal9.5M
$0.53Cost$0.55
Metrics
11.3KΥ Yield442
88.7%SNR59.6%
1.4K×Leverage300×
7.89Velocity1.47
3.1510xDEV2.48
$0.53Cost per 1M$0.55
375.12Efficiency79.22
1428:1:7.9Op Ratio300:1:1.5
641.2MTotal9.5M