🤖⚔️🤖 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.
Operator A
vsOperator B
Doeon KwonTRANSMITTER · #194119Υ Yield◆ Leads 6–4
- Leverage · closed loop · 217×
- Υ Yield · leads 327× · 119
- Cost · cost leader · $0.40/1M
- Efficacy · strong · 55.26
- Scale · heavyweight · 76763223.0K tok
VS6–4
The FieldIGNITER · #12210.37Υ 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
Doeon KwonDataThe Field
Raw
345.7MInput258885.9M
189.8MOutput79899.5M
75079.6MCache-read306174.3M
1148.2MCache-write6115.2M
76763.2MTotal651075.0M
$0.40Cost$3.21
Metrics
119Υ Yield0
35.4%SNR23.6%
217×Leverage1×
0.55Velocity0.31
2.3410xDEV0.07
$0.40Cost per 1M$3.21
55.26Efficiency0.38
217:1:0.55Op Ratio1:1:0.31
76763.2MTotal651075.0M