🤖⚔️🤖 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
ph8nt0mARCH+ · #31129Υ Yield◆ Leads 6–4
- Υ Yield · leads 80× · 29
- Cost · cost leader · $0.72/1M
- Leverage · deep reuse · 57×
- Efficacy · strong · 15.44
- Scale · heavyweight · 8824183.8K 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.
ph8nt0mDataThe Field
Raw
140.6MInput258885.9M
72.4MOutput79899.5M
7954.9MCache-read306174.3M
656.3MCache-write6115.2M
8824.2MTotal651075.0M
$0.72Cost$3.21
Metrics
29Υ Yield0
34.0%SNR23.6%
57×Leverage1×
0.51Velocity0.31
1.7510xDEV0.07
$0.72Cost per 1M$3.21
15.44Efficiency0.38
57:1:0.51Op Ratio1:1:0.31
8824.2MTotal651075.0M