🤖⚔️🤖 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
HakkoTRANSMITTER · #162186Υ Yield◆ Leads 6–4
- Leverage · closed loop · 217×
- Υ Yield · leads 510× · 186
- Cost · cost leader · $0.44/1M
- Efficacy · strong · 55.54
- Scale · heavyweight · 11494510.8K 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
HakkoDataThe Field
Raw
51.5MInput258885.9M
44.3MOutput79899.5M
11150.9MCache-read306174.3M
247.7MCache-write6115.2M
11494.5MTotal651075.0M
$0.44Cost$3.21
Metrics
186Υ Yield0
46.3%SNR23.6%
217×Leverage1×
0.86Velocity0.31
2.3410xDEV0.07
$0.44Cost per 1M$3.21
55.54Efficiency0.38
217:1:0.86Op Ratio1:1:0.31
11494.5MTotal651075.0M