🤖⚔️🤖 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
Steve Juneyoung KangARCH+ · #26350Υ Yield◆ Leads 6–4
- Leverage · closed loop · 109×
- Υ Yield · leads 137× · 50
- Cost · cost leader · $0.60/1M
- Efficacy · strong · 29.36
- Scale · heavyweight · 8673752.8K 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.
Steve Juneyoung KangDataThe Field
Raw
73.2MInput258885.9M
33.5MOutput79899.5M
8018.5MCache-read306174.3M
548.6MCache-write6115.2M
8673.8MTotal651075.0M
$0.60Cost$3.21
Metrics
50Υ Yield0
31.4%SNR23.6%
109×Leverage1×
0.46Velocity0.31
2.0410xDEV0.07
$0.60Cost per 1M$3.21
29.36Efficiency0.38
109:1:0.46Op Ratio1:1:0.31
8673.8MTotal651075.0M