🤖⚔️🤖 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
Taemin LeeARCH · #4728Υ Yield
- Υ Yield · leads 23× · 8
- Cost · cost leader · $0.51/1M
- Leverage · deep reuse · 44×
- Efficacy · strong · 11.41
- Scale · heavyweight · 56377754.2K 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
Taemin LeeDataThe Field
Raw
1209.2MInput258885.9M
227.3MOutput79899.5M
53367.9MCache-read306174.3M
1573.4MCache-write6115.2M
56377.8MTotal651075.0M
$0.51Cost$3.21
Metrics
8Υ Yield0
15.8%SNR23.6%
44×Leverage1×
0.19Velocity0.31
1.6410xDEV0.07
$0.51Cost per 1M$3.21
11.41Efficiency0.38
44:1:0.19Op Ratio1:1:0.31
56377.8MTotal651075.0M