🤖⚔️🤖 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
한성환(Sean)ARCH+ · #42311Υ Yield
- Υ Yield · leads 31× · 11
- Cost · cost leader · $0.66/1M
- Leverage · deep reuse · 76×
- Efficacy · strong · 20.87
- Scale · heavyweight · 1976192.2K 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.
한성환(Sean)DataThe Field
Raw
23.4MInput258885.9M
3.5MOutput79899.5M
1774.0MCache-read306174.3M
175.3MCache-write6115.2M
1976.2MTotal651075.0M
$0.66Cost$3.21
Metrics
11Υ Yield0
13.0%SNR23.6%
76×Leverage1×
0.15Velocity0.31
1.8810xDEV0.07
$0.66Cost per 1M$3.21
20.87Efficiency0.38
76:1:0.15Op Ratio1:1:0.31
1976.2MTotal651075.0M