🤖⚔️🤖 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
biefanARCH+ · #22978Υ Yield◆ Leads 6–4
- Leverage · closed loop · 177×
- Υ Yield · leads 213× · 78
- Cost · cost leader · $0.40/1M
- Efficacy · strong · 44.95
- Scale · heavyweight · 38574981.8K 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
biefanDataThe Field
Raw
213.4MInput258885.9M
93.6MOutput79899.5M
37762.3MCache-read306174.3M
505.7MCache-write6115.2M
38575.0MTotal651075.0M
$0.40Cost$3.21
Metrics
78Υ Yield0
30.5%SNR23.6%
177×Leverage1×
0.44Velocity0.31
2.2510xDEV0.07
$0.40Cost per 1M$3.21
44.95Efficiency0.38
177:1:0.44Op Ratio1:1:0.31
38575.0MTotal651075.0M