🤖⚔️🤖 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
mingyangsun-sketchBEARER I · #811.9KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 662×
- Υ Yield · leads 4.2× · 1.9K
- Cost · cost leader · $0.47/1M
- Velocity · fast · 2.8 o/i
- Efficacy · strong · 171.44
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.
mingyangsun-sketchDataThe Field
Raw
1.4MInput29.8K
4.0MOutput44.0K
954.0MCache-read8.9M
30.8MCache-write470.4K
990.3MTotal9.5M
$0.47Cost$0.55
Metrics
1.9KΥ Yield442
73.7%SNR59.6%
662×Leverage300×
2.80Velocity1.47
2.8210xDEV2.48
$0.47Cost per 1M$0.55
171.44Efficiency79.22
662:1:2.8Op Ratio300:1:1.5
990.3MTotal9.5M