🤖⚔️🤖 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
Yuan ChenTRANSMITTER · #525.2KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 1.2K×
- Υ Yield · leads 14.3K× · 5.2K
- Cost · cost leader · $0.41/1M
- Velocity · fast · 4.2 o/i
- Efficacy · strong · 314.87
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.
Yuan ChenDataThe Field
Raw
409.9KInput258885.9M
1.7MOutput79899.5M
506.2MCache-read306174.3M
8.3MCache-write6115.2M
516.7MTotal651075.0M
$0.41Cost$3.21
Metrics
5.2KΥ Yield0
80.9%SNR23.6%
1.2K×Leverage1×
4.24Velocity0.31
3.0910xDEV0.07
$0.41Cost per 1M$3.21
314.87Efficiency0.38
1235:1:4.2Op Ratio1:1:0.31
516.7MTotal651075.0M