🤖⚔️🤖 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
Vincent KocBASE · #52Υ Yield
- Υ Yield · leads 4.8× · 2
- Cost · cost leader · $0.41/1M
- Leverage · deep reuse · 32×
- Efficacy · strong · 7.91
- Scale · heavyweight · 241438800.0K tok
VS4–6
The FieldIGNITER · #100.37Υ Yield◆ Leads 6–4
- Υ Yield · trails · 0
- Scale · heavyweight · 651074953.4K tok
- Regime · transient
- Leverage · light reuse · 1×
Vincent KocDataThe Field
Raw
7400.0MInput258885.9M
415.1MOutput79899.5M
233400.0MCache-read306174.3M
223.7MCache-write6115.2M
241438.8MTotal651075.0M
$0.41Cost$3.21
Metrics
2Υ Yield0
5.3%SNR23.6%
32×Leverage1×
0.06Velocity0.31
1.5010xDEV0.07
$0.41Cost per 1M$3.21
7.91Efficiency0.38
32:1:0.06Op Ratio1:1:0.31
241438.8MTotal651075.0M
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