🤖⚔️🤖 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
Madison SteinerARCH+ · #35919Υ Yield
- Υ Yield · leads 52× · 19
- Cost · cost leader · $0.51/1M
- Leverage · deep reuse · 75×
- Efficacy · strong · 19.63
- Scale · heavyweight · 25337502.7K 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
Madison SteinerDataThe Field
Raw
318.7MInput258885.9M
79.5MOutput79899.5M
24021.1MCache-read306174.3M
918.3MCache-write6115.2M
25337.5MTotal651075.0M
$0.51Cost$3.21
Metrics
19Υ Yield0
20.0%SNR23.6%
75×Leverage1×
0.25Velocity0.31
1.8810xDEV0.07
$0.51Cost per 1M$3.21
19.63Efficiency0.38
75:1:0.25Op Ratio1:1:0.31
25337.5MTotal651075.0M