🤖⚔️🤖 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
Muhammad Fakhar E AlamARCH+ · #27147Υ Yield◆ Leads 6–4
- Υ Yield · leads 128× · 47
- Cost · cost leader · $0.51/1M
- Leverage · deep reuse · 85×
- Efficacy · strong · 21.94
- Scale · heavyweight · 16540021.5K tok
VS6–4
The FieldIGNITER · #12210.37Υ Yield
- 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
Muhammad Fakhar E AlamDataThe Field
Raw
186.3MInput258885.9M
102.4MOutput79899.5M
15809.5MCache-read306174.3M
441.8MCache-write6115.2M
16540.0MTotal651075.0M
$0.51Cost$3.21
Metrics
47Υ Yield0
35.5%SNR23.6%
85×Leverage1×
0.55Velocity0.31
1.9310xDEV0.07
$0.51Cost per 1M$3.21
21.94Efficiency0.38
85:1:0.55Op Ratio1:1:0.31
16540.0MTotal651075.0M