🤖⚔️🤖 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
yang_swimARCH+ · #25259Υ Yield◆ Leads 6–4
- Υ Yield · leads 162× · 59
- Cost · cost leader · $0.59/1M
- Leverage · deep reuse · 94×
- Efficacy · strong · 25.01
- Scale · heavyweight · 23094938.5K 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
yang_swimDataThe Field
Raw
228.6MInput258885.9M
143.3MOutput79899.5M
21579.8MCache-read306174.3M
1143.3MCache-write6115.2M
23094.9MTotal651075.0M
$0.59Cost$3.21
Metrics
59Υ Yield0
38.5%SNR23.6%
94×Leverage1×
0.63Velocity0.31
1.9710xDEV0.07
$0.59Cost per 1M$3.21
25.01Efficiency0.38
94:1:0.63Op Ratio1:1:0.31
23094.9MTotal651075.0M