🤖⚔️🤖 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
Taeyang Erin KimTRANSMITTER · #144241Υ Yield◆ Leads 6–4
- Leverage · closed loop · 283×
- Υ Yield · leads 660× · 241
- Cost · cost leader · $0.42/1M
- Efficacy · strong · 72.39
- Scale · heavyweight · 7825161.5K 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
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
Taeyang Erin KimDataThe Field
Raw
26.9MInput258885.9M
22.9MOutput79899.5M
7629.1MCache-read306174.3M
146.2MCache-write6115.2M
7825.2MTotal651075.0M
$0.42Cost$3.21
Metrics
241Υ Yield0
45.9%SNR23.6%
283×Leverage1×
0.85Velocity0.31
2.4510xDEV0.07
$0.42Cost per 1M$3.21
72.39Efficiency0.38
283:1:0.85Op Ratio1:1:0.31
7825.2MTotal651075.0M