🤖⚔️🤖 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
socar-luaBEARER I · #3441.3KΥ Yield◆ Leads 9–1
- Leverage · closed loop · 3.5K×
- Υ Yield · leads 93× · 41.3K
- Cost · cost leader · $0.55/1M
- Velocity · fast · 11.8 o/i
- Efficacy · strong · 937.58
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
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
socar-luaDataThe Field
Raw
268.2KInput29.8K
3.2MOutput44.0K
942.0MCache-read8.9M
60.7MCache-write470.4K
1006.1MTotal9.5M
$0.55Cost$0.55
Metrics
41.3KΥ Yield442
92.2%SNR59.6%
3.5K×Leverage300×
11.8Velocity1.47
3.5510xDEV2.48
$0.55Cost per 1M$0.55
937.58Efficiency79.22
3512:1:11.8Op Ratio300:1:1.5
1006.1MTotal9.5M