🤖⚔️🤖 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
codemathARCH · #4619Υ Yield
- Υ Yield · leads 25× · 9
- Cost · cost leader · $0.62/1M
- Leverage · deep reuse · 44×
- Efficacy · strong · 11.62
- Scale · heavyweight · 13875232.0K 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
codemathDataThe Field
Raw
292.3MInput258885.9M
61.0MOutput79899.5M
12716.6MCache-read306174.3M
805.4MCache-write6115.2M
13875.2MTotal651075.0M
$0.62Cost$3.21
Metrics
9Υ Yield0
17.3%SNR23.6%
44×Leverage1×
0.21Velocity0.31
1.6410xDEV0.07
$0.62Cost per 1M$3.21
11.62Efficiency0.38
44:1:0.21Op Ratio1:1:0.31
13875.2MTotal651075.0M