🤖⚔️🤖 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
Nawapat BuakoetBASE I · #114446Υ Yield◆ Leads 7–3
- Leverage · closed loop · 313×
- Cost · cost leader · $0.60/1M
- Velocity · fast · 1.4 o/i
- Efficacy · strong · 84.25
- Scale · heavyweight · 15900877.6K 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
Nawapat BuakoetDataThe Field
Raw
47.0MInput29.8K
67.0MOutput44.0K
14728.6MCache-read8.9M
1058.2MCache-write470.4K
15900.9MTotal9.5M
$0.60Cost$0.55
Metrics
446Υ Yield442
58.7%SNR59.6%
313×Leverage300×
1.42Velocity1.47
2.5010xDEV2.48
$0.60Cost per 1M$0.55
84.25Efficiency79.22
313:1:1.4Op Ratio300:1:1.5
15900.9MTotal9.5M