🤖⚔️🤖 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
Alex StarkARCH+ · #44110Υ Yield
- Υ Yield · leads 27× · 10
- Cost · cost leader · $0.43/1M
- Leverage · deep reuse · 59×
- Efficacy · strong · 14.99
- Scale · heavyweight · 53804278.5K 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
Alex StarkDataThe Field
Raw
882.9MInput258885.9M
150.2MOutput79899.5M
52067.1MCache-read306174.3M
704.1MCache-write6115.2M
53804.3MTotal651075.0M
$0.43Cost$3.21
Metrics
10Υ Yield0
14.5%SNR23.6%
59×Leverage1×
0.17Velocity0.31
1.7710xDEV0.07
$0.43Cost per 1M$3.21
14.99Efficiency0.38
59:1:0.17Op Ratio1:1:0.31
53804.3MTotal651075.0M