🤖⚔️🤖 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
Jingxing (Eric) HouARCH+ · #40413Υ Yield
- Υ Yield · leads 36× · 13
- Cost · cost leader · $0.42/1M
- Leverage · deep reuse · 68×
- Efficacy · strong · 17.33
- Scale · heavyweight · 12301293.6K 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
Jingxing (Eric) HouDataThe Field
Raw
175.0MInput258885.9M
33.4MOutput79899.5M
11952.4MCache-read306174.3M
140.5MCache-write6115.2M
12301.3MTotal651075.0M
$0.42Cost$3.21
Metrics
13Υ Yield0
16.0%SNR23.6%
68×Leverage1×
0.19Velocity0.31
1.8310xDEV0.07
$0.42Cost per 1M$3.21
17.33Efficiency0.38
68:1:0.19Op Ratio1:1:0.31
12301.3MTotal651075.0M