🤖⚔️🤖 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
Charles CooperARCH+ · #30232Υ Yield
- Leverage · closed loop · 112×
- Υ Yield · leads 89× · 32
- Cost · cost leader · $0.42/1M
- Efficacy · strong · 28.55
- Scale · heavyweight · 24462541.8K tok
VS4–6
The FieldIGNITER · #12210.37Υ Yield◆ Leads 6–4
- 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
Charles CooperDataThe Field
Raw
212.4MInput258885.9M
61.6MOutput79899.5M
23739.1MCache-read306174.3M
449.5MCache-write6115.2M
24462.5MTotal651075.0M
$0.42Cost$3.21
Metrics
32Υ Yield0
22.5%SNR23.6%
112×Leverage1×
0.29Velocity0.31
2.0510xDEV0.07
$0.42Cost per 1M$3.21
28.55Efficiency0.38
112:1:0.29Op Ratio1:1:0.31
24462.5MTotal651075.0M