🤖⚔️🤖 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
Leo (Junha) JangTRANSMITTER · #191123Υ Yield◆ Leads 6–4
- Leverage · closed loop · 196×
- Υ Yield · leads 337× · 123
- Cost · cost leader · $0.43/1M
- Efficacy · strong · 50.23
- Scale · heavyweight · 56330099.9K tok
VS6–4
The FieldIGNITER · #12210.37Υ Yield
- 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
Leo (Junha) JangDataThe Field
Raw
278.9MInput258885.9M
174.6MOutput79899.5M
54789.1MCache-read306174.3M
1087.5MCache-write6115.2M
56330.1MTotal651075.0M
$0.43Cost$3.21
Metrics
123Υ Yield0
38.5%SNR23.6%
196×Leverage1×
0.63Velocity0.31
2.2910xDEV0.07
$0.43Cost per 1M$3.21
50.23Efficiency0.38
196:1:0.63Op Ratio1:1:0.31
56330.1MTotal651075.0M