🤖⚔️🤖 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
mingyangsun-sketchTRANSMITTER · #721.9KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 662×
- Υ Yield · leads 5.1K× · 1.9K
- Cost · cost leader · $0.47/1M
- Velocity · fast · 2.8 o/i
- Efficacy · strong · 171.44
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.
mingyangsun-sketchDataThe Field
Raw
1.4MInput258885.9M
4.0MOutput79899.5M
954.0MCache-read306174.3M
30.8MCache-write6115.2M
990.3MTotal651075.0M
$0.47Cost$3.21
Metrics
1.9KΥ Yield0
73.7%SNR23.6%
662×Leverage1×
2.80Velocity0.31
2.8210xDEV0.07
$0.47Cost per 1M$3.21
171.44Efficiency0.38
662:1:2.8Op Ratio1:1:0.31
990.3MTotal651075.0M