🤖⚔️🤖 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
Magnús SkúlasonREFINER II · #703.2KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 1.6K×
- Υ Yield · leads 7.3× · 3.2K
- Cost · cost leader · $0.43/1M
- Velocity · fast · 2.0 o/i
- Efficacy · strong · 421.36
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
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
Magnús SkúlasonDataThe Field
Raw
1.3MInput29.8K
2.6MOutput44.0K
2142.1MCache-read8.9M
68.4MCache-write470.4K
2214.4MTotal9.5M
$0.43Cost$0.55
Metrics
3.2KΥ Yield442
66.5%SNR59.6%
1.6K×Leverage300×
1.99Velocity1.47
3.2110xDEV2.48
$0.43Cost per 1M$0.55
421.36Efficiency79.22
1631:1:2.0Op Ratio300:1:1.5
2214.4MTotal9.5M