🤖⚔️🤖 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
지예환(Ewan Jee)BASE I · #118426Υ Yield◆ Leads 6–4
- Leverage · closed loop · 275×
- Cost · cost leader · $0.66/1M
- Velocity · fast · 1.5 o/i
- Efficacy · strong · 75.12
- Scale · heavyweight · 15656987.8K tok
VS6–4
The FieldSEEKER I · #116442Υ Yield
- Leverage · closed loop · 300×
- Cost · cost leader · $0.55/1M
- Velocity · fast · 1.5 o/i
- Efficacy · strong · 79.22
- Build Archetype · convergent
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
지예환(Ewan Jee)DataThe Field
Raw
51.9MInput29.8K
80.3MOutput44.0K
14291.5MCache-read8.9M
1233.2MCache-write470.4K
15657.0MTotal9.5M
$0.66Cost$0.55
Metrics
426Υ Yield442
60.7%SNR59.6%
275×Leverage300×
1.55Velocity1.47
2.4410xDEV2.48
$0.66Cost per 1M$0.55
75.12Efficiency79.22
275:1:1.5Op Ratio300:1:1.5
15657.0MTotal9.5M