🤖⚔️🤖 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
Minsu LeeTRANSMITTER · #172165Υ Yield◆ Leads 6–4
- Leverage · closed loop · 422×
- Υ Yield · leads 452× · 165
- Cost · cost leader · $0.59/1M
- Efficacy · strong · 114.40
- Scale · heavyweight · 40684713.6K 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.
Minsu LeeDataThe Field
Raw
88.7MInput258885.9M
34.7MOutput79899.5M
37416.9MCache-read306174.3M
3144.4MCache-write6115.2M
40684.7MTotal651075.0M
$0.59Cost$3.21
Metrics
165Υ Yield0
28.1%SNR23.6%
422×Leverage1×
0.39Velocity0.31
2.6310xDEV0.07
$0.59Cost per 1M$3.21
114.40Efficiency0.38
422:1:0.39Op Ratio1:1:0.31
40684.7MTotal651075.0M