🤖⚔️🤖 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
H82REFINER III · #23273.5KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 25.9K×
- Υ Yield · leads 7.4K× · 3273.5K
- Cost · cost leader · $0.44/1M
- Velocity · fast · 126.3 o/i
- Efficacy · strong · 6655.67
VS10–0
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
H82DataThe Field
Raw
52.3KInput29.8K
6.6MOutput44.0K
1354.5MCache-read8.9M
30.1MCache-write470.4K
1391.3MTotal9.5M
$0.44Cost$0.55
Metrics
3273.5KΥ Yield442
99.2%SNR59.6%
25.9K×Leverage300×
126.3Velocity1.47
4.4110xDEV2.48
$0.44Cost per 1M$0.55
6655.67Efficiency79.22
25920:1:126.3Op Ratio300:1:1.5
1391.3MTotal9.5M