🤖⚔️🤖 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
Journey HwangARCH+ · #24762Υ Yield◆ Leads 6–4
- Leverage · closed loop · 107×
- Υ Yield · leads 170× · 62
- Cost · cost leader · $0.47/1M
- Efficacy · strong · 27.58
- Scale · heavyweight · 41576611.5K 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
Journey HwangDataThe Field
Raw
373.5MInput258885.9M
216.0MOutput79899.5M
40148.1MCache-read306174.3M
838.9MCache-write6115.2M
41576.6MTotal651075.0M
$0.47Cost$3.21
Metrics
62Υ Yield0
36.6%SNR23.6%
107×Leverage1×
0.58Velocity0.31
2.0310xDEV0.07
$0.47Cost per 1M$3.21
27.58Efficiency0.38
107:1:0.58Op Ratio1:1:0.31
41576.6MTotal651075.0M