🤖⚔️🤖 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
Brandon WieARCH+ · #42811Υ Yield
- Υ Yield · leads 30× · 11
- Cost · cost leader · $0.52/1M
- Leverage · deep reuse · 45×
- Efficacy · strong · 11.69
- Scale · heavyweight · 41903135.0K 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
Brandon WieDataThe Field
Raw
877.2MInput258885.9M
210.2MOutput79899.5M
39672.9MCache-read306174.3M
1142.8MCache-write6115.2M
41903.1MTotal651075.0M
$0.52Cost$3.21
Metrics
11Υ Yield0
19.3%SNR23.6%
45×Leverage1×
0.24Velocity0.31
1.6610xDEV0.07
$0.52Cost per 1M$3.21
11.69Efficiency0.38
45:1:0.24Op Ratio1:1:0.31
41903.1MTotal651075.0M