🤖⚔️🤖 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
Jason HsiehBASE I · #151248Υ Yield
- Leverage · closed loop · 241×
- Υ Yield · trails · 248
- Cost · cost leader · $0.46/1M
- Velocity · fast · 1.0 o/i
- Efficacy · strong · 62.09
VS5–5
The FieldSEEKER I · #116442Υ Yield
- Leverage · closed loop · 300×
- Υ Yield · leads 1.8× · 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
Jason HsiehDataThe Field
Raw
70.8MInput29.8K
72.8MOutput44.0K
17085.7MCache-read8.9M
435.4MCache-write470.4K
17664.8MTotal9.5M
$0.46Cost$0.55
Metrics
248Υ Yield442
50.7%SNR59.6%
241×Leverage300×
1.03Velocity1.47
2.3810xDEV2.48
$0.46Cost per 1M$0.55
62.09Efficiency79.22
241:1:1.0Op Ratio300:1:1.5
17664.8MTotal9.5M