🤖⚔️🤖 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
Zach DunnARCH+ · #37317Υ Yield
- Υ Yield · leads 47× · 17
- Cost · cost leader · $0.53/1M
- Leverage · deep reuse · 58×
- Efficacy · strong · 15.14
- Scale · heavyweight · 17826075.7K 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
Zach DunnDataThe Field
Raw
289.6MInput258885.9M
84.6MOutput79899.5M
16858.4MCache-read306174.3M
593.5MCache-write6115.2M
17826.1MTotal651075.0M
$0.53Cost$3.21
Metrics
17Υ Yield0
22.6%SNR23.6%
58×Leverage1×
0.29Velocity0.31
1.7710xDEV0.07
$0.53Cost per 1M$3.21
15.14Efficiency0.38
58:1:0.29Op Ratio1:1:0.31
17826.1MTotal651075.0M