🤖⚔️🤖 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
jakeb-5ARCH+ · #27344Υ Yield◆ Leads 6–4
- Υ Yield · leads 119× · 44
- Cost · cost leader · $0.59/1M
- Leverage · deep reuse · 99×
- Efficacy · strong · 26.36
- Scale · heavyweight · 12111437.2K 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
jakeb-5DataThe Field
Raw
113.8MInput258885.9M
50.3MOutput79899.5M
11230.1MCache-read306174.3M
717.3MCache-write6115.2M
12111.4MTotal651075.0M
$0.59Cost$3.21
Metrics
44Υ Yield0
30.6%SNR23.6%
99×Leverage1×
0.44Velocity0.31
1.9910xDEV0.07
$0.59Cost per 1M$3.21
26.36Efficiency0.38
99:1:0.44Op Ratio1:1:0.31
12111.4MTotal651075.0M