🤖⚔️🤖 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
Zach LagdenBASE · #155125Υ Yield◆ Leads 6–4
- Leverage · closed loop · 165×
- Υ Yield · leads 342× · 125
- Cost · cost leader · $0.49/1M
- Efficacy · strong · 42.79
- Scale · heavyweight · 34960527.0K 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
Zach LagdenDataThe Field
Raw
203.1MInput258885.9M
154.0MOutput79899.5M
33462.7MCache-read306174.3M
1140.8MCache-write6115.2M
34960.5MTotal651075.0M
$0.49Cost$3.21
Metrics
125Υ Yield0
43.1%SNR23.6%
165×Leverage1×
0.76Velocity0.31
2.2210xDEV0.07
$0.49Cost per 1M$3.21
42.79Efficiency0.38
165:1:0.76Op Ratio1:1:0.31
34960.5MTotal651075.0M