🤖⚔️🤖 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
SeungHyeokKimBEARER II · #19107.4KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 4.4K×
- Υ Yield · leads 243× · 107.4K
- Cost · cost leader · $0.50/1M
- Velocity · fast · 24.5 o/i
- Efficacy · strong · 1143.21
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.
SeungHyeokKimDataThe Field
Raw
163.0KInput29.8K
4.0MOutput44.0K
714.6MCache-read8.9M
26.7MCache-write470.4K
745.5MTotal9.5M
$0.50Cost$0.55
Metrics
107.4KΥ Yield442
96.1%SNR59.6%
4.4K×Leverage300×
24.5Velocity1.47
3.6410xDEV2.48
$0.50Cost per 1M$0.55
1143.21Efficiency79.22
4385:1:24.5Op Ratio300:1:1.5
745.5MTotal9.5M