🤖⚔️🤖 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
Jinwoo KimARCH+ · #34421Υ Yield◆ Leads 6–4
- Υ Yield · leads 57× · 21
- Cost · cost leader · $0.52/1M
- Leverage · deep reuse · 56×
- Efficacy · strong · 14.39
- Scale · heavyweight · 6796537.6K 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
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
Jinwoo KimDataThe Field
Raw
116.0MInput258885.9M
43.2MOutput79899.5M
6474.5MCache-read306174.3M
162.8MCache-write6115.2M
6796.5MTotal651075.0M
$0.52Cost$3.21
Metrics
21Υ Yield0
27.1%SNR23.6%
56×Leverage1×
0.37Velocity0.31
1.7510xDEV0.07
$0.52Cost per 1M$3.21
14.39Efficiency0.38
56:1:0.37Op Ratio1:1:0.31
6796.5MTotal651075.0M