🤖⚔️🤖 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
Richard FuSEEKER I · #22462.7KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 30.3K×
- Υ Yield · leads 5.6K× · 2462.7K
- Cost · cost leader · $0.44/1M
- Velocity · fast · 81.2 o/i
- Efficacy · strong · 7834.78
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.
Richard FuDataThe Field
Raw
214.4KInput29.8K
17.4MOutput44.0K
6505.8MCache-read8.9M
195.8MCache-write470.4K
6719.3MTotal9.5M
$0.44Cost$0.55
Metrics
2462.7KΥ Yield442
98.8%SNR59.6%
30.3K×Leverage300×
81.2Velocity1.47
4.4810xDEV2.48
$0.44Cost per 1M$0.55
7834.78Efficiency79.22
30345:1:81.2Op Ratio300:1:1.5
6719.3MTotal9.5M