🤖⚔️🤖 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
Alex HuangARCH+ · #37916Υ Yield
- Υ Yield · leads 43× · 16
- Cost · cost leader · $0.43/1M
- Leverage · deep reuse · 73×
- Efficacy · strong · 18.56
- Scale · heavyweight · 42646580.1K 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
Alex HuangDataThe Field
Raw
566.8MInput258885.9M
122.6MOutput79899.5M
41363.4MCache-read306174.3M
593.7MCache-write6115.2M
42646.6MTotal651075.0M
$0.43Cost$3.21
Metrics
16Υ Yield0
17.8%SNR23.6%
73×Leverage1×
0.22Velocity0.31
1.8610xDEV0.07
$0.43Cost per 1M$3.21
18.56Efficiency0.38
73:1:0.22Op Ratio1:1:0.31
42646.6MTotal651075.0M