🤖⚔️🤖 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
Drew BeyersdorfARCH · #4559Υ Yield
- Υ Yield · leads 26× · 9
- Cost · cost leader · $0.61/1M
- Leverage · deep reuse · 42×
- Efficacy · strong · 11.25
- Scale · heavyweight · 11633997.1K 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
Drew BeyersdorfDataThe Field
Raw
252.8MInput258885.9M
55.7MOutput79899.5M
10718.2MCache-read306174.3M
607.3MCache-write6115.2M
11634.0MTotal651075.0M
$0.61Cost$3.21
Metrics
9Υ Yield0
18.0%SNR23.6%
42×Leverage1×
0.22Velocity0.31
1.6310xDEV0.07
$0.61Cost per 1M$3.21
11.25Efficiency0.38
42:1:0.22Op Ratio1:1:0.31
11634.0MTotal651075.0M