🤖⚔️🤖 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
Sven AARCH+ · #33423Υ Yield
- Υ Yield · leads 62× · 23
- Cost · cost leader · $0.67/1M
- Leverage · deep reuse · 88×
- Efficacy · strong · 24.26
- Scale · heavyweight · 12997773.0K 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
Sven ADataThe Field
Raw
132.6MInput258885.9M
33.9MOutput79899.5M
11690.5MCache-read306174.3M
1140.8MCache-write6115.2M
12997.8MTotal651075.0M
$0.67Cost$3.21
Metrics
23Υ Yield0
20.4%SNR23.6%
88×Leverage1×
0.26Velocity0.31
1.9510xDEV0.07
$0.67Cost per 1M$3.21
24.26Efficiency0.38
88:1:0.26Op Ratio1:1:0.31
12997.8MTotal651075.0M