🤖⚔️🤖 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
Artem PavelkoARCH+ · #44210Υ Yield
- Υ Yield · leads 27× · 10
- Cost · cost leader · $0.58/1M
- Leverage · deep reuse · 37×
- Efficacy · strong · 9.62
- Scale · heavyweight · 57176248.0K 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
Artem PavelkoDataThe Field
Raw
1448.7MInput258885.9M
393.1MOutput79899.5M
53551.1MCache-read306174.3M
1783.4MCache-write6115.2M
57176.2MTotal651075.0M
$0.58Cost$3.21
Metrics
10Υ Yield0
21.3%SNR23.6%
37×Leverage1×
0.27Velocity0.31
1.5710xDEV0.07
$0.58Cost per 1M$3.21
9.62Efficiency0.38
37:1:0.27Op Ratio1:1:0.31
57176.2MTotal651075.0M