🤖⚔️🤖 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
beliven-davide-crosillaTRANSMITTER · #171168Υ Yield◆ Leads 6–4
- Leverage · closed loop · 177×
- Υ Yield · leads 459× · 168
- Cost · cost leader · $0.47/1M
- Efficacy · strong · 45.52
- Regime · archival sponge
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
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
beliven-davide-crosillaDataThe Field
Raw
5.1MInput258885.9M
4.8MOutput79899.5M
896.3MCache-read306174.3M
22.2MCache-write6115.2M
928.3MTotal651075.0M
$0.47Cost$3.21
Metrics
168Υ Yield0
48.7%SNR23.6%
177×Leverage1×
0.95Velocity0.31
2.2510xDEV0.07
$0.47Cost per 1M$3.21
45.52Efficiency0.38
177:1:0.95Op Ratio1:1:0.31
928.3MTotal651075.0M