🤖⚔️🤖 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
kooockTRANSMITTER · #488.9KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 2.2K×
- Υ Yield · leads 24.3K× · 8.9K
- Cost · cost leader · $0.44/1M
- Velocity · fast · 4.0 o/i
- Efficacy · strong · 568.09
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.
kooockDataThe Field
Raw
466.4KInput258885.9M
1.9MOutput79899.5M
1023.9MCache-read306174.3M
34.0MCache-write6115.2M
1060.3MTotal651075.0M
$0.44Cost$3.21
Metrics
8.9KΥ Yield0
80.2%SNR23.6%
2.2K×Leverage1×
4.04Velocity0.31
3.3410xDEV0.07
$0.44Cost per 1M$3.21
568.09Efficiency0.38
2195:1:4.0Op Ratio1:1:0.31
1060.3MTotal651075.0M