🤖⚔️🤖 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
kookz-codeTRANSMITTER · #3915.3KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 3.1K×
- Υ Yield · leads 41.8K× · 15.3K
- Cost · cost leader · $0.73/1M
- Velocity · fast · 5.0 o/i
- Efficacy · strong · 875.03
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.
kookz-codeDataThe Field
Raw
358.9KInput258885.9M
1.8MOutput79899.5M
1106.3MCache-read306174.3M
148.2MCache-write6115.2M
1256.6MTotal651075.0M
$0.73Cost$3.21
Metrics
15.3KΥ Yield0
83.2%SNR23.6%
3.1K×Leverage1×
4.95Velocity0.31
3.4910xDEV0.07
$0.73Cost per 1M$3.21
875.03Efficiency0.38
3082:1:5.0Op Ratio1:1:0.31
1256.6MTotal651075.0M