🤖⚔️🤖 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
신현식(hyunsik)TRANSMITTER · #459.3KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 2.6K×
- Υ Yield · leads 25.4K× · 9.3K
- Cost · cost leader · $0.63/1M
- Velocity · fast · 3.6 o/i
- Efficacy · strong · 707.18
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.
신현식(hyunsik)DataThe Field
Raw
366.2KInput258885.9M
1.3MOutput79899.5M
941.5MCache-read306174.3M
93.1MCache-write6115.2M
1036.3MTotal651075.0M
$0.63Cost$3.21
Metrics
9.3KΥ Yield0
78.3%SNR23.6%
2.6K×Leverage1×
3.61Velocity0.31
3.4110xDEV0.07
$0.63Cost per 1M$3.21
707.18Efficiency0.38
2571:1:3.6Op Ratio1:1:0.31
1036.3MTotal651075.0M