🤖⚔️🤖 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
Said B.ARCH+ · #40113Υ Yield
- Υ Yield · leads 36× · 13
- Cost · cost leader · $0.58/1M
- Leverage · deep reuse · 50×
- Efficacy · strong · 13.06
- Scale · heavyweight · 5284589.5K 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
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
Said B.DataThe Field
Raw
99.2MInput258885.9M
26.6MOutput79899.5M
4926.1MCache-read306174.3M
232.6MCache-write6115.2M
5284.6MTotal651075.0M
$0.58Cost$3.21
Metrics
13Υ Yield0
21.1%SNR23.6%
50×Leverage1×
0.27Velocity0.31
1.7010xDEV0.07
$0.58Cost per 1M$3.21
13.06Efficiency0.38
50:1:0.27Op Ratio1:1:0.31
5284.6MTotal651075.0M