🤖⚔️🤖 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
Justin LevineARCH · #44610Υ Yield
- Υ Yield · leads 27× · 10
- Cost · cost leader · $0.49/1M
- Leverage · deep reuse · 58×
- Efficacy · strong · 15.06
- Scale · heavyweight · 18063405.4K 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
Justin LevineDataThe Field
Raw
295.0MInput258885.9M
49.6MOutput79899.5M
17153.9MCache-read306174.3M
564.9MCache-write6115.2M
18063.4MTotal651075.0M
$0.49Cost$3.21
Metrics
10Υ Yield0
14.4%SNR23.6%
58×Leverage1×
0.17Velocity0.31
1.7610xDEV0.07
$0.49Cost per 1M$3.21
15.06Efficiency0.38
58:1:0.17Op Ratio1:1:0.31
18063.4MTotal651075.0M