🤖⚔️🤖 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
김지섭ARCH+ · #28240Υ Yield
- Leverage · closed loop · 159×
- Υ Yield · leads 110× · 40
- Cost · cost leader · $0.48/1M
- Efficacy · strong · 41.45
- Scale · heavyweight · 5849560.3K tok
VS4–6
The FieldIGNITER · #12210.37Υ Yield◆ Leads 6–4
- 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
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
김지섭DataThe Field
Raw
35.1MInput258885.9M
8.8MOutput79899.5M
5569.9MCache-read306174.3M
235.8MCache-write6115.2M
5849.6MTotal651075.0M
$0.48Cost$3.21
Metrics
40Υ Yield0
20.1%SNR23.6%
159×Leverage1×
0.25Velocity0.31
2.2010xDEV0.07
$0.48Cost per 1M$3.21
41.45Efficiency0.38
159:1:0.25Op Ratio1:1:0.31
5849.6MTotal651075.0M