🤖⚔️🤖 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
Jiwoo KimARCH+ · #21985Υ Yield◆ Leads 6–4
- Leverage · closed loop · 145×
- Υ Yield · leads 233× · 85
- Cost · cost leader · $0.46/1M
- Efficacy · strong · 37.36
- Scale · heavyweight · 16934591.9K 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
Jiwoo KimDataThe Field
Raw
112.6MInput258885.9M
65.8MOutput79899.5M
16353.0MCache-read306174.3M
403.2MCache-write6115.2M
16934.6MTotal651075.0M
$0.46Cost$3.21
Metrics
85Υ Yield0
36.9%SNR23.6%
145×Leverage1×
0.58Velocity0.31
2.1610xDEV0.07
$0.46Cost per 1M$3.21
37.36Efficiency0.38
145:1:0.58Op Ratio1:1:0.31
16934.6MTotal651075.0M