🤖⚔️🤖 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
Dan KimTRANSMITTER · #163179Υ Yield◆ Leads 6–4
- Leverage · closed loop · 269×
- Υ Yield · leads 491× · 179
- Cost · cost leader · $0.45/1M
- Efficacy · strong · 69.68
- Scale · heavyweight · 18154839.0K 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
Dan KimDataThe Field
Raw
64.9MInput258885.9M
43.2MOutput79899.5M
17479.1MCache-read306174.3M
567.6MCache-write6115.2M
18154.8MTotal651075.0M
$0.45Cost$3.21
Metrics
179Υ Yield0
40.0%SNR23.6%
269×Leverage1×
0.67Velocity0.31
2.4310xDEV0.07
$0.45Cost per 1M$3.21
69.68Efficiency0.38
269:1:0.67Op Ratio1:1:0.31
18154.8MTotal651075.0M