🤖⚔️🤖 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
Perry Byeongchan ParkTRANSMITTER · #190123Υ Yield◆ Leads 6–4
- Leverage · closed loop · 221×
- Υ Yield · leads 337× · 123
- Cost · cost leader · $0.53/1M
- Efficacy · strong · 58.54
- Scale · heavyweight · 7555545.0K 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.
Perry Byeongchan ParkDataThe Field
Raw
32.1MInput258885.9M
17.9MOutput79899.5M
7093.9MCache-read306174.3M
411.6MCache-write6115.2M
7555.5MTotal651075.0M
$0.53Cost$3.21
Metrics
123Υ Yield0
35.8%SNR23.6%
221×Leverage1×
0.56Velocity0.31
2.3410xDEV0.07
$0.53Cost per 1M$3.21
58.54Efficiency0.38
221:1:0.56Op Ratio1:1:0.31
7555.5MTotal651075.0M