🤖⚔️🤖 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.
vs
Jun KangTRANSMITTER · #127302Υ Yield◆ Leads 6–4
- Leverage · closed loop · 325×
- Υ Yield · leads 827× · 302
- Cost · cost leader · $0.45/1M
- Efficacy · strong · 83.98
- Scale · heavyweight · 54083214.4K tok
VS6–4
The FieldIGNITER · #12130.37Υ 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
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
Jun KangDataThe Field
Raw
160.5MInput258885.9M
148.9MOutput79899.5M
52244.4MCache-read306174.3M
1529.4MCache-write6115.2M
54083.2MTotal651075.0M
$0.45Cost$3.21
Metrics
302Υ Yield0
48.1%SNR23.6%
325×Leverage1×
0.93Velocity0.31
2.5110xDEV0.07
$0.45Cost per 1M$3.21
83.98Efficiency0.38
325:1:0.93Op Ratio1:1:0.31
54083.2MTotal651075.0M