🤖⚔️🤖 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
goldenmonstewARCH+ · #41312Υ Yield
- Υ Yield · leads 33× · 12
- Cost · cost leader · $0.48/1M
- Leverage · deep reuse · 54×
- Efficacy · strong · 13.77
- Scale · heavyweight · 27750023.2K 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
goldenmonstewDataThe Field
Raw
494.9MInput258885.9M
111.6MOutput79899.5M
26544.0MCache-read306174.3M
599.6MCache-write6115.2M
27750.0MTotal651075.0M
$0.48Cost$3.21
Metrics
12Υ Yield0
18.4%SNR23.6%
54×Leverage1×
0.23Velocity0.31
1.7310xDEV0.07
$0.48Cost per 1M$3.21
13.77Efficiency0.38
54:1:0.23Op Ratio1:1:0.31
27750.0MTotal651075.0M