🤖⚔️🤖 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
Park Hee ChanARCH · #4907Υ Yield
- Υ Yield · leads 20× · 7
- Cost · cost leader · $0.50/1M
- Leverage · deep reuse · 38×
- Efficacy · strong · 9.72
- Scale · heavyweight · 28851951.5K 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
Park Hee ChanDataThe Field
Raw
723.4MInput258885.9M
137.5MOutput79899.5M
27504.1MCache-read306174.3M
487.0MCache-write6115.2M
28852.0MTotal651075.0M
$0.50Cost$3.21
Metrics
7Υ Yield0
16.0%SNR23.6%
38×Leverage1×
0.19Velocity0.31
1.5810xDEV0.07
$0.50Cost per 1M$3.21
9.72Efficiency0.38
38:1:0.19Op Ratio1:1:0.31
28852.0MTotal651075.0M