🤖⚔️🤖 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
paaking99ARCH+ · #38915Υ Yield
- Υ Yield · leads 41× · 15
- Cost · cost leader · $0.44/1M
- Leverage · deep reuse · 76×
- Efficacy · strong · 19.50
- Scale · heavyweight · 1476921.8K 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.
paaking99DataThe Field
Raw
18.7MInput258885.9M
3.6MOutput79899.5M
1426.9MCache-read306174.3M
27.7MCache-write6115.2M
1476.9MTotal651075.0M
$0.44Cost$3.21
Metrics
15Υ Yield0
16.3%SNR23.6%
76×Leverage1×
0.19Velocity0.31
1.8810xDEV0.07
$0.44Cost per 1M$3.21
19.50Efficiency0.38
76:1:0.19Op Ratio1:1:0.31
1476.9MTotal651075.0M