🤖⚔️🤖 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
Jaejoon HanTRANSMITTER · #104469Υ Yield◆ Leads 6–4
- Leverage · closed loop · 286×
- Υ Yield · leads 1.3K× · 469
- Cost · cost leader · $0.48/1M
- Velocity · fast · 1.6 o/i
- Efficacy · strong · 73.94
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
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
Jaejoon HanDataThe Field
Raw
25.7MInput258885.9M
42.2MOutput79899.5M
7364.1MCache-read306174.3M
202.6MCache-write6115.2M
7634.6MTotal651075.0M
$0.48Cost$3.21
Metrics
469Υ Yield0
62.1%SNR23.6%
286×Leverage1×
1.64Velocity0.31
2.4610xDEV0.07
$0.48Cost per 1M$3.21
73.94Efficiency0.38
286:1:1.6Op Ratio1:1:0.31
7634.6MTotal651075.0M