🤖⚔️🤖 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
MinJeong JeonBEARER II · #102614Υ Yield◆ Leads 10–0
- Leverage · closed loop · 374×
- Υ Yield · leads 1.4× · 614
- Cost · cost leader · $0.44/1M
- Velocity · fast · 1.6 o/i
- Efficacy · strong · 95.65
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.
MinJeong JeonDataThe Field
Raw
2.2MInput29.8K
3.7MOutput44.0K
836.8MCache-read8.9M
16.5MCache-write470.4K
859.2MTotal9.5M
$0.44Cost$0.55
Metrics
614Υ Yield442
62.2%SNR59.6%
374×Leverage300×
1.64Velocity1.47
2.5710xDEV2.48
$0.44Cost per 1M$0.55
95.65Efficiency79.22
374:1:1.6Op Ratio300:1:1.5
859.2MTotal9.5M