🤖⚔️🤖 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
leebyeongmukARCH+ · #24564Υ Yield◆ Leads 6–4
- Leverage · closed loop · 141×
- Υ Yield · leads 176× · 64
- Cost · cost leader · $0.46/1M
- Efficacy · strong · 36.36
- Scale · heavyweight · 5243117.0K 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.
leebyeongmukDataThe Field
Raw
35.8MInput258885.9M
16.4MOutput79899.5M
5044.8MCache-read306174.3M
146.1MCache-write6115.2M
5243.1MTotal651075.0M
$0.46Cost$3.21
Metrics
64Υ Yield0
31.4%SNR23.6%
141×Leverage1×
0.46Velocity0.31
2.1510xDEV0.07
$0.46Cost per 1M$3.21
36.36Efficiency0.38
141:1:0.46Op Ratio1:1:0.31
5243.1MTotal651075.0M