🤖⚔️🤖 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
YONGBEOM GWONARCH · #4708Υ Yield
- Υ Yield · leads 23× · 8
- Cost · cost leader · $0.61/1M
- Leverage · deep reuse · 38×
- Efficacy · strong · 10.00
- Scale · heavyweight · 13892976.1K 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
YONGBEOM GWONDataThe Field
Raw
338.9MInput258885.9M
75.2MOutput79899.5M
12813.5MCache-read306174.3M
665.4MCache-write6115.2M
13893.0MTotal651075.0M
$0.61Cost$3.21
Metrics
8Υ Yield0
18.2%SNR23.6%
38×Leverage1×
0.22Velocity0.31
1.5810xDEV0.07
$0.61Cost per 1M$3.21
10.00Efficiency0.38
38:1:0.22Op Ratio1:1:0.31
13893.0MTotal651075.0M