🤖⚔️🤖 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
DHxWhyPOWER III · #3627.3KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 2.9K×
- Υ Yield · leads 62× · 27.3K
- Cost · cost leader · $0.46/1M
- Velocity · fast · 9.3 o/i
- Efficacy · strong · 762.25
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.
DHxWhyDataThe Field
Raw
7.4MInput29.8K
68.9MOutput44.0K
21810.2MCache-read8.9M
754.6MCache-write470.4K
22641.0MTotal9.5M
$0.46Cost$0.55
Metrics
27.3KΥ Yield442
90.3%SNR59.6%
2.9K×Leverage300×
9.28Velocity1.47
3.4710xDEV2.48
$0.46Cost per 1M$0.55
762.25Efficiency79.22
2938:1:9.3Op Ratio300:1:1.5
22641.0MTotal9.5M