🤖⚔️🤖 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
최병욱ARCH · #4639Υ Yield
- Υ Yield · leads 24× · 9
- Cost · cost leader · $0.52/1M
- Leverage · deep reuse · 48×
- Efficacy · strong · 12.47
- Scale · heavyweight · 26941107.9K tok
VS4–6
The FieldIGNITER · #12210.37Υ Yield◆ Leads 6–4
- Υ Yield · trails · 0
- Scale · heavyweight · 651074953.4K tok
- Regime · transient
- Leverage · light reuse · 1×
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
최병욱DataThe Field
Raw
529.6MInput258885.9M
98.3MOutput79899.5M
25404.3MCache-read306174.3M
908.9MCache-write6115.2M
26941.1MTotal651075.0M
$0.52Cost$3.21
Metrics
9Υ Yield0
15.7%SNR23.6%
48×Leverage1×
0.19Velocity0.31
1.6810xDEV0.07
$0.52Cost per 1M$3.21
12.47Efficiency0.38
48:1:0.19Op Ratio1:1:0.31
26941.1MTotal651075.0M