🤖⚔️🤖 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
Mike ValstarARCH+ · #29335Υ Yield◆ Leads 6–4
- Υ Yield · leads 95× · 35
- Cost · cost leader · $0.49/1M
- Leverage · deep reuse · 72×
- Efficacy · strong · 18.34
- Scale · heavyweight · 1891202.7K tok
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.
Mike ValstarDataThe Field
Raw
25.4MInput258885.9M
12.4MOutput79899.5M
1820.9MCache-read306174.3M
32.5MCache-write6115.2M
1891.2MTotal651075.0M
$0.49Cost$3.21
Metrics
35Υ Yield0
32.7%SNR23.6%
72×Leverage1×
0.49Velocity0.31
1.8510xDEV0.07
$0.49Cost per 1M$3.21
18.34Efficiency0.38
72:1:0.49Op Ratio1:1:0.31
1891.2MTotal651075.0M