🤖⚔️🤖 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
LEE GANGMINTRANSMITTER · #4411.3KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 1.4K×
- Υ Yield · leads 30.9K× · 11.3K
- Cost · cost leader · $0.53/1M
- Velocity · fast · 7.9 o/i
- Efficacy · strong · 375.12
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.
LEE GANGMINDataThe Field
Raw
427.1KInput258885.9M
3.4MOutput79899.5M
610.0MCache-read306174.3M
27.4MCache-write6115.2M
641.2MTotal651075.0M
$0.53Cost$3.21
Metrics
11.3KΥ Yield0
88.7%SNR23.6%
1.4K×Leverage1×
7.89Velocity0.31
3.1510xDEV0.07
$0.53Cost per 1M$3.21
375.12Efficiency0.38
1428:1:7.9Op Ratio1:1:0.31
641.2MTotal651075.0M