🤖⚔️🤖 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
Junhyeok ChaeTRANSMITTER · #791.3KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 629×
- Υ Yield · leads 3.5K× · 1.3K
- Cost · cost leader · $0.57/1M
- Velocity · fast · 2.0 o/i
- Efficacy · strong · 168.35
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.
Junhyeok ChaeDataThe Field
Raw
2.3MInput258885.9M
4.7MOutput79899.5M
1464.2MCache-read306174.3M
99.4MCache-write6115.2M
1570.6MTotal651075.0M
$0.57Cost$3.21
Metrics
1.3KΥ Yield0
66.9%SNR23.6%
629×Leverage1×
2.02Velocity0.31
2.8010xDEV0.07
$0.57Cost per 1M$3.21
168.35Efficiency0.38
629:1:2.0Op Ratio1:1:0.31
1570.6MTotal651075.0M