🤖⚔️🤖 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
HamsangTRANSMITTER · #179145Υ Yield◆ Leads 6–4
- Leverage · closed loop · 155×
- Υ Yield · leads 398× · 145
- Cost · cost leader · $0.64/1M
- Efficacy · strong · 41.84
- Scale · heavyweight · 2199690.8K 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
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
HamsangDataThe Field
Raw
13.1MInput258885.9M
12.3MOutput79899.5M
2020.8MCache-read306174.3M
153.6MCache-write6115.2M
2199.7MTotal651075.0M
$0.64Cost$3.21
Metrics
145Υ Yield0
48.4%SNR23.6%
155×Leverage1×
0.94Velocity0.31
2.1910xDEV0.07
$0.64Cost per 1M$3.21
41.84Efficiency0.38
155:1:0.94Op Ratio1:1:0.31
2199.7MTotal651075.0M