🤖⚔️🤖 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
AJARCH+ · #37816Υ Yield◆ Leads 6–4
- Υ Yield · leads 44× · 16
- Cost · cost leader · $0.96/1M
- Leverage · deep reuse · 25×
- Efficacy · strong · 6.82
- Scale · heavyweight · 83566491.5K 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
AJDataThe Field
Raw
2955.9MInput258885.9M
1898.8MOutput79899.5M
73189.8MCache-read306174.3M
5522.0MCache-write6115.2M
83566.5MTotal651075.0M
$0.96Cost$3.21
Metrics
16Υ Yield0
39.1%SNR23.6%
25×Leverage1×
0.64Velocity0.31
1.3910xDEV0.07
$0.96Cost per 1M$3.21
6.82Efficiency0.38
25:1:0.64Op Ratio1:1:0.31
83566.5MTotal651075.0M