🤖⚔️🤖 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
lyhkkARCH+ · #32027Υ Yield◆ Leads 6–4
- Υ Yield · leads 74× · 27
- Cost · cost leader · $0.55/1M
- Leverage · deep reuse · 64×
- Efficacy · strong · 16.73
- Scale · heavyweight · 2530988.4K 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.
lyhkkDataThe Field
Raw
37.3MInput258885.9M
15.6MOutput79899.5M
2393.8MCache-read306174.3M
84.3MCache-write6115.2M
2531.0MTotal651075.0M
$0.55Cost$3.21
Metrics
27Υ Yield0
29.5%SNR23.6%
64×Leverage1×
0.42Velocity0.31
1.8110xDEV0.07
$0.55Cost per 1M$3.21
16.73Efficiency0.38
64:1:0.42Op Ratio1:1:0.31
2531.0MTotal651075.0M