🤖⚔️🤖 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
AndyZARCH+ · #37117Υ Yield
- Υ Yield · leads 48× · 17
- Cost · cost leader · $0.76/1M
- Leverage · deep reuse · 57×
- Efficacy · strong · 15.96
- Scale · heavyweight · 43614506.5K 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
AndyZDataThe Field
Raw
672.6MInput258885.9M
204.7MOutput79899.5M
38340.2MCache-read306174.3M
4397.0MCache-write6115.2M
43614.5MTotal651075.0M
$0.76Cost$3.21
Metrics
17Υ Yield0
23.3%SNR23.6%
57×Leverage1×
0.30Velocity0.31
1.7610xDEV0.07
$0.76Cost per 1M$3.21
15.96Efficiency0.38
57:1:0.30Op Ratio1:1:0.31
43614.5MTotal651075.0M