🤖⚔️🤖 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.
vs
나형진(Hyeongjin Na)TRANSMITTER · #3718.7KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 1.8K×
- Υ Yield · leads 51.1K× · 18.7K
- Cost · cost leader · $0.57/1M
- Velocity · fast · 10.2 o/i
- Efficacy · strong · 487.83
VS6–4
The FieldIGNITER · #12130.37Υ 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.
나형진(Hyeongjin Na)DataThe Field
Raw
4.4MInput258885.9M
44.3MOutput79899.5M
7991.7MCache-read306174.3M
465.8MCache-write6115.2M
8506.2MTotal651075.0M
$0.57Cost$3.21
Metrics
18.7KΥ Yield0
91.1%SNR23.6%
1.8K×Leverage1×
10.2Velocity0.31
3.2610xDEV0.07
$0.57Cost per 1M$3.21
487.83Efficiency0.38
1834:1:10.2Op Ratio1:1:0.31
8506.2MTotal651075.0M