🤖⚔️🤖 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
Kuenyoul ParkIGNITER II · #148256Υ Yield◆ Leads 7–3
- Leverage · closed loop · 413×
- Υ Yield · trails · 256
- Cost · cost leader · $0.54/1M
- Efficacy · strong · 110.51
- Build Archetype · convergent
VS7–3
The FieldSEEKER I · #116442Υ Yield
- Leverage · closed loop · 300×
- Υ Yield · leads 1.7× · 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.
Kuenyoul ParkDataThe Field
Raw
397.6KInput29.8K
246.6KOutput44.0K
164.4MCache-read8.9M
11.1MCache-write470.4K
176.2MTotal9.5M
$0.54Cost$0.55
Metrics
256Υ Yield442
38.3%SNR59.6%
413×Leverage300×
0.62Velocity1.47
2.6210xDEV2.48
$0.54Cost per 1M$0.55
110.51Efficiency79.22
413:1:0.62Op Ratio300:1:1.5
176.2MTotal9.5M