🤖⚔️🤖 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
David AnderssonARCH+ · #44010Υ Yield
- Υ Yield · leads 28× · 10
- Cost · cost leader · $0.49/1M
- Leverage · deep reuse · 50×
- Efficacy · strong · 13.01
- Scale · heavyweight · 65217211.2K 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
David AnderssonDataThe Field
Raw
1229.4MInput258885.9M
246.0MOutput79899.5M
62078.9MCache-read306174.3M
1663.0MCache-write6115.2M
65217.2MTotal651075.0M
$0.49Cost$3.21
Metrics
10Υ Yield0
16.7%SNR23.6%
50×Leverage1×
0.20Velocity0.31
1.7010xDEV0.07
$0.49Cost per 1M$3.21
13.01Efficiency0.38
50:1:0.20Op Ratio1:1:0.31
65217.2MTotal651075.0M