🤖⚔️🤖 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
Eunjae LeeTRANSMITTER · #202111Υ Yield◆ Leads 6–4
- Leverage · closed loop · 115×
- Υ Yield · leads 304× · 111
- Cost · cost leader · $0.59/1M
- Efficacy · strong · 30.18
- Scale · heavyweight · 7477009.0K 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.
Eunjae LeeDataThe Field
Raw
61.4MInput258885.9M
59.5MOutput79899.5M
7036.2MCache-read306174.3M
319.8MCache-write6115.2M
7477.0MTotal651075.0M
$0.59Cost$3.21
Metrics
111Υ Yield0
49.2%SNR23.6%
115×Leverage1×
0.97Velocity0.31
2.0610xDEV0.07
$0.59Cost per 1M$3.21
30.18Efficiency0.38
115:1:0.97Op Ratio1:1:0.31
7477.0MTotal651075.0M