🤖⚔️🤖 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.
vs
GwangHoonMoonBASE · #89173Υ Yield◆ Leads 6–4
- Leverage · closed loop · 211×
- Υ Yield · leads 475× · 173
- Cost · cost leader · $0.50/1M
- Efficacy · strong · 55.19
- Scale · heavyweight · 2676652.4K 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
GwangHoonMoonDataThe Field
Raw
12.1MInput258885.9M
9.9MOutput79899.5M
2548.1MCache-read306174.3M
106.6MCache-write6115.2M
2676.7MTotal651075.0M
$0.50Cost$3.21
Metrics
173Υ Yield0
45.1%SNR23.6%
211×Leverage1×
0.82Velocity0.31
2.3210xDEV0.07
$0.50Cost per 1M$3.21
55.19Efficiency0.38
211:1:0.82Op Ratio1:1:0.31
2676.7MTotal651075.0M