🤖⚔️🤖 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
이준서TRANSMITTER · #4311.4KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 1.6K×
- Υ Yield · leads 31.2K× · 11.4K
- Cost · cost leader · $0.63/1M
- Velocity · fast · 7.0 o/i
- Efficacy · strong · 444.68
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.
이준서DataThe Field
Raw
47.2KInput258885.9M
329.9KOutput79899.5M
76.9MCache-read306174.3M
6.7MCache-write6115.2M
84.0MTotal651075.0M
$0.63Cost$3.21
Metrics
11.4KΥ Yield0
87.5%SNR23.6%
1.6K×Leverage1×
6.99Velocity0.31
3.2110xDEV0.07
$0.63Cost per 1M$3.21
444.68Efficiency0.38
1630:1:7.0Op Ratio1:1:0.31
84.0MTotal651075.0M