🤖⚔️🤖 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
심재민 ARCH+ · #22484Υ Yield◆ Leads 6–4
- Υ Yield · leads 229× · 84
- Cost · cost leader · $0.88/1M
- Leverage · deep reuse · 81×
- Velocity · fast · 1.0 o/i
- Efficacy · strong · 23.27
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
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
심재민 DataThe Field
Raw
2.2MInput258885.9M
2.3MOutput79899.5M
183.1MCache-read306174.3M
23.9MCache-write6115.2M
211.6MTotal651075.0M
$0.88Cost$3.21
Metrics
84Υ Yield0
50.7%SNR23.6%
81×Leverage1×
1.03Velocity0.31
1.9110xDEV0.07
$0.88Cost per 1M$3.21
23.27Efficiency0.38
81:1:1.0Op Ratio1:1:0.31
211.6MTotal651075.0M