🤖⚔️🤖 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
Jan-Stefan JanetzkyPOWER III · #165202Υ Yield
- Leverage · closed loop · 182×
- Υ Yield · trails · 202
- Cost · cost leader · $0.48/1M
- Velocity · fast · 1.1 o/i
- Efficacy · strong · 46.91
VS5–5
The FieldSEEKER I · #116442Υ Yield
- Leverage · closed loop · 300×
- Υ Yield · leads 2.2× · 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
Jan-Stefan JanetzkyDataThe Field
Raw
117.6MInput29.8K
130.4MOutput44.0K
21421.7MCache-read8.9M
523.9MCache-write470.4K
22193.7MTotal9.5M
$0.48Cost$0.55
Metrics
202Υ Yield442
52.6%SNR59.6%
182×Leverage300×
1.11Velocity1.47
2.2610xDEV2.48
$0.48Cost per 1M$0.55
46.91Efficiency79.22
182:1:1.1Op Ratio300:1:1.5
22193.7MTotal9.5M