🤖⚔️🤖 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
zhangyangmrTRANSMITTER · #147238Υ Yield◆ Leads 6–4
- Leverage · closed loop · 286×
- Υ Yield · leads 652× · 238
- Cost · cost leader · $0.42/1M
- Efficacy · strong · 73.22
- Scale · heavyweight · 16895322.4K tok
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
zhangyangmrDataThe Field
Raw
57.5MInput258885.9M
47.9MOutput79899.5M
16443.4MCache-read306174.3M
346.6MCache-write6115.2M
16895.3MTotal651075.0M
$0.42Cost$3.21
Metrics
238Υ Yield0
45.4%SNR23.6%
286×Leverage1×
0.83Velocity0.31
2.4610xDEV0.07
$0.42Cost per 1M$3.21
73.22Efficiency0.38
286:1:0.83Op Ratio1:1:0.31
16895.3MTotal651075.0M