🤖⚔️🤖 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
Andy D.K LeeARCH+ · #41212Υ Yield
- Υ Yield · leads 33× · 12
- Cost · cost leader · $0.55/1M
- Leverage · deep reuse · 64×
- Efficacy · strong · 16.85
- Scale · heavyweight · 17521047.8K 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
Andy D.K LeeDataThe Field
Raw
256.2MInput258885.9M
48.9MOutput79899.5M
16341.5MCache-read306174.3M
874.5MCache-write6115.2M
17521.0MTotal651075.0M
$0.55Cost$3.21
Metrics
12Υ Yield0
16.0%SNR23.6%
64×Leverage1×
0.19Velocity0.31
1.8010xDEV0.07
$0.55Cost per 1M$3.21
16.85Efficiency0.38
64:1:0.19Op Ratio1:1:0.31
17521.0MTotal651075.0M