🤖⚔️🤖 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
Anagh Kumar BaranwalPOWER I · #819.1KΥ Yield◆ Leads 9–1
- Leverage · closed loop · 1.7K×
- Υ Yield · leads 43× · 19.1K
- Cost · cost leader · $0.57/1M
- Velocity · fast · 11.4 o/i
- Efficacy · strong · 441.87
VS9–1
The FieldSEEKER I · #116442Υ Yield
- Leverage · closed loop · 300×
- Υ Yield · trails · 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
Anagh Kumar BaranwalDataThe Field
Raw
23.9MInput29.8K
273.3MOutput44.0K
39820.0MCache-read8.9M
2119.9MCache-write470.4K
42237.1MTotal9.5M
$0.57Cost$0.55
Metrics
19.1KΥ Yield442
92.0%SNR59.6%
1.7K×Leverage300×
11.4Velocity1.47
3.2210xDEV2.48
$0.57Cost per 1M$0.55
441.87Efficiency79.22
1667:1:11.4Op Ratio300:1:1.5
42237.1MTotal9.5M