🤖⚔️🤖 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
Sunwoo JuARCH+ · #42911Υ Yield
- Υ Yield · leads 29× · 11
- Cost · cost leader · $0.54/1M
- Leverage · deep reuse · 46×
- Efficacy · strong · 12.05
- Scale · heavyweight · 37866707.0K 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
Sunwoo JuDataThe Field
Raw
769.4MInput258885.9M
176.7MOutput79899.5M
35646.3MCache-read306174.3M
1274.3MCache-write6115.2M
37866.7MTotal651075.0M
$0.54Cost$3.21
Metrics
11Υ Yield0
18.7%SNR23.6%
46×Leverage1×
0.23Velocity0.31
1.6710xDEV0.07
$0.54Cost per 1M$3.21
12.05Efficiency0.38
46:1:0.23Op Ratio1:1:0.31
37866.7MTotal651075.0M