🤖⚔️🤖 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
윤병욱/WookARCH+ · #39714Υ Yield
- Υ Yield · leads 38× · 14
- Cost · cost leader · $0.52/1M
- Leverage · deep reuse · 49×
- Efficacy · strong · 12.74
- Scale · heavyweight · 35649794.8K 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
윤병욱/WookDataThe Field
Raw
686.0MInput258885.9M
194.8MOutput79899.5M
33848.9MCache-read306174.3M
920.1MCache-write6115.2M
35649.8MTotal651075.0M
$0.52Cost$3.21
Metrics
14Υ Yield0
22.1%SNR23.6%
49×Leverage1×
0.28Velocity0.31
1.6910xDEV0.07
$0.52Cost per 1M$3.21
12.74Efficiency0.38
49:1:0.28Op Ratio1:1:0.31
35649.8MTotal651075.0M