🤖⚔️🤖 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
gggodlinARCH+ · #21885Υ Yield◆ Leads 6–4
- Leverage · closed loop · 111×
- Υ Yield · leads 234× · 85
- Cost · cost leader · $0.58/1M
- Efficacy · strong · 29.29
- Scale · heavyweight · 13996421.5K 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
gggodlinDataThe Field
Raw
118.4MInput258885.9M
91.0MOutput79899.5M
13148.8MCache-read306174.3M
638.2MCache-write6115.2M
13996.4MTotal651075.0M
$0.58Cost$3.21
Metrics
85Υ Yield0
43.5%SNR23.6%
111×Leverage1×
0.77Velocity0.31
2.0510xDEV0.07
$0.58Cost per 1M$3.21
29.29Efficiency0.38
111:1:0.77Op Ratio1:1:0.31
13996.4MTotal651075.0M