🤖⚔️🤖 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
차정현(Junghyun Cha)ARCH+ · #32725Υ Yield◆ Leads 6–4
- Υ Yield · leads 69× · 25
- Cost · cost leader · $0.57/1M
- Leverage · deep reuse · 75×
- Efficacy · strong · 19.91
- Scale · heavyweight · 13959056.8K tok
VS6–4
The FieldIGNITER · #12210.37Υ Yield
- 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
차정현(Junghyun Cha)DataThe Field
Raw
173.1MInput258885.9M
57.7MOutput79899.5M
13002.0MCache-read306174.3M
726.3MCache-write6115.2M
13959.1MTotal651075.0M
$0.57Cost$3.21
Metrics
25Υ Yield0
25.0%SNR23.6%
75×Leverage1×
0.33Velocity0.31
1.8810xDEV0.07
$0.57Cost per 1M$3.21
19.91Efficiency0.38
75:1:0.33Op Ratio1:1:0.31
13959.1MTotal651075.0M