🤖⚔️🤖 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
이건우(geonu)TRANSMITTER · #199114Υ Yield◆ Leads 6–4
- Leverage · closed loop · 173×
- Υ Yield · leads 312× · 114
- Cost · cost leader · $0.46/1M
- Efficacy · strong · 44.62
- Scale · heavyweight · 31975887.4K 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
이건우(geonu)DataThe Field
Raw
178.2MInput258885.9M
117.0MOutput79899.5M
30849.6MCache-read306174.3M
831.1MCache-write6115.2M
31975.9MTotal651075.0M
$0.46Cost$3.21
Metrics
114Υ Yield0
39.6%SNR23.6%
173×Leverage1×
0.66Velocity0.31
2.2410xDEV0.07
$0.46Cost per 1M$3.21
44.62Efficiency0.38
173:1:0.66Op Ratio1:1:0.31
31975.9MTotal651075.0M