🤖⚔️🤖 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
초뜨BASE I · #110474Υ Yield◆ Leads 8–2
- Leverage · closed loop · 393×
- Cost · cost leader · $0.45/1M
- Velocity · fast · 1.2 o/i
- Efficacy · strong · 101.49
- Scale · heavyweight · 15805394.4K tok
VS8–2
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
초뜨DataThe Field
Raw
38.8MInput29.8K
46.9MOutput44.0K
15259.9MCache-read8.9M
459.8MCache-write470.4K
15805.4MTotal9.5M
$0.45Cost$0.55
Metrics
474Υ Yield442
54.7%SNR59.6%
393×Leverage300×
1.21Velocity1.47
2.5910xDEV2.48
$0.45Cost per 1M$0.55
101.49Efficiency79.22
393:1:1.2Op Ratio300:1:1.5
15805.4MTotal9.5M