🤖⚔️🤖 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
jeonjeARCH+ · #41612Υ Yield
- Υ Yield · leads 33× · 12
- Cost · cost leader · $0.62/1M
- Leverage · deep reuse · 46×
- Efficacy · strong · 12.29
- Scale · heavyweight · 33105079.5K 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
jeonjeDataThe Field
Raw
659.8MInput258885.9M
170.6MOutput79899.5M
30456.4MCache-read306174.3M
1818.2MCache-write6115.2M
33105.1MTotal651075.0M
$0.62Cost$3.21
Metrics
12Υ Yield0
20.5%SNR23.6%
46×Leverage1×
0.26Velocity0.31
1.6610xDEV0.07
$0.62Cost per 1M$3.21
12.29Efficiency0.38
46:1:0.26Op Ratio1:1:0.31
33105.1MTotal651075.0M