🤖⚔️🤖 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
JunBeom LeeTRANSMITTER · #544.5KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 1.3K×
- Υ Yield · leads 12.3K× · 4.5K
- Cost · cost leader · $0.46/1M
- Velocity · fast · 3.5 o/i
- Efficacy · strong · 332.70
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.
JunBeom LeeDataThe Field
Raw
2.1MInput258885.9M
7.4MOutput79899.5M
2706.1MCache-read306174.3M
94.7MCache-write6115.2M
2810.3MTotal651075.0M
$0.46Cost$3.21
Metrics
4.5KΥ Yield0
77.7%SNR23.6%
1.3K×Leverage1×
3.49Velocity0.31
3.1110xDEV0.07
$0.46Cost per 1M$3.21
332.70Efficiency0.38
1282:1:3.5Op Ratio1:1:0.31
2810.3MTotal651075.0M