🤖⚔️🤖 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
Stephan MoermanARCH+ · #38515Υ Yield
- Υ Yield · leads 42× · 15
- Cost · cost leader · $0.45/1M
- Leverage · deep reuse · 69×
- Efficacy · strong · 17.65
- Scale · heavyweight · 55818119.0K 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
Stephan MoermanDataThe Field
Raw
779.6MInput258885.9M
173.6MOutput79899.5M
53716.0MCache-read306174.3M
1148.9MCache-write6115.2M
55818.1MTotal651075.0M
$0.45Cost$3.21
Metrics
15Υ Yield0
18.2%SNR23.6%
69×Leverage1×
0.22Velocity0.31
1.8410xDEV0.07
$0.45Cost per 1M$3.21
17.65Efficiency0.38
69:1:0.22Op Ratio1:1:0.31
55818.1MTotal651075.0M