🤖⚔️🤖 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
Feng GAOARCH+ · #81Υ Yield
- Υ Yield · leads 3.6× · 1
- Cost · cost leader · $0.50/1M
- Leverage · deep reuse · 18×
- Efficacy · strong · 4.44
- Scale · heavyweight · 504300238.3K tok
VS5–5
The FieldIGNITER · #100.37Υ Yield
- Υ Yield · trails · 0
- Scale · heavyweight · 651074953.4K tok
- Regime · transient
- Leverage · light reuse · 1×
Feng GAODataThe Field
Raw
26900.0MInput258885.9M
2000.0MOutput79899.5M
475400.0MCache-read306174.3M
238.3KCache-write6115.2M
504300.2MTotal651075.0M
$0.50Cost$3.21
Metrics
1Υ Yield0
6.9%SNR23.6%
18×Leverage1×
0.07Velocity0.31
1.2510xDEV0.07
$0.50Cost per 1M$3.21
4.44Efficiency0.38
18:1:0.07Op Ratio1:1:0.31
504300.2MTotal651075.0M
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
⚔ Throw-DownsComing soon