🤖⚔️🤖 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
MoraxARCH+ · #41812Υ Yield
- Υ Yield · leads 32× · 12
- Cost · cost leader · $0.51/1M
- Leverage · deep reuse · 45×
- Efficacy · strong · 11.61
- Scale · heavyweight · 11842301.6K 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
MoraxDataThe Field
Raw
249.6MInput258885.9M
64.7MOutput79899.5M
11294.5MCache-read306174.3M
233.5MCache-write6115.2M
11842.3MTotal651075.0M
$0.51Cost$3.21
Metrics
12Υ Yield0
20.6%SNR23.6%
45×Leverage1×
0.26Velocity0.31
1.6610xDEV0.07
$0.51Cost per 1M$3.21
11.61Efficiency0.38
45:1:0.26Op Ratio1:1:0.31
11842.3MTotal651075.0M