🤖⚔️🤖 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
개발자 윤군ARCH+ · #23177Υ Yield◆ Leads 6–4
- Leverage · closed loop · 122×
- Υ Yield · leads 212× · 77
- Cost · cost leader · $0.49/1M
- Efficacy · strong · 31.40
- Scale · heavyweight · 20850392.9K 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
개발자 윤군DataThe Field
Raw
164.7MInput258885.9M
104.6MOutput79899.5M
20023.3MCache-read306174.3M
557.8MCache-write6115.2M
20850.4MTotal651075.0M
$0.49Cost$3.21
Metrics
77Υ Yield0
38.9%SNR23.6%
122×Leverage1×
0.64Velocity0.31
2.0810xDEV0.07
$0.49Cost per 1M$3.21
31.40Efficiency0.38
122:1:0.64Op Ratio1:1:0.31
20850.4MTotal651075.0M