🤖⚔️🤖 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
Kaj KowalskiARCH · #4748Υ Yield
- Υ Yield · leads 22× · 8
- Cost · cost leader · $0.52/1M
- Leverage · deep reuse · 47×
- Efficacy · strong · 12.07
- Scale · heavyweight · 58480711.4K 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
Kaj KowalskiDataThe Field
Raw
1186.3MInput258885.9M
208.2MOutput79899.5M
55203.9MCache-read306174.3M
1882.3MCache-write6115.2M
58480.7MTotal651075.0M
$0.52Cost$3.21
Metrics
8Υ Yield0
14.9%SNR23.6%
47×Leverage1×
0.18Velocity0.31
1.6710xDEV0.07
$0.52Cost per 1M$3.21
12.07Efficiency0.38
47:1:0.18Op Ratio1:1:0.31
58480.7MTotal651075.0M