🤖⚔️🤖 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
JaredBASE I · #128388Υ Yield◆ Leads 7–3
- Leverage · closed loop · 301×
- Cost · cost leader · $0.45/1M
- Velocity · fast · 1.3 o/i
- Efficacy · strong · 77.55
- Scale · heavyweight · 14945902.1K tok
VS7–3
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
JaredDataThe Field
Raw
48.0MInput29.8K
61.9MOutput44.0K
14472.3MCache-read8.9M
363.7MCache-write470.4K
14945.9MTotal9.5M
$0.45Cost$0.55
Metrics
388Υ Yield442
56.3%SNR59.6%
301×Leverage300×
1.29Velocity1.47
2.4810xDEV2.48
$0.45Cost per 1M$0.55
77.55Efficiency79.22
301:1:1.3Op Ratio300:1:1.5
14945.9MTotal9.5M