🤖⚔️🤖 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
NapaholicARCH+ · #21292Υ Yield◆ Leads 6–4
- Leverage · closed loop · 111×
- Υ Yield · leads 252× · 92
- Cost · cost leader · $0.70/1M
- Efficacy · strong · 30.34
- Scale · heavyweight · 9194493.2K 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.
NapaholicDataThe Field
Raw
75.1MInput258885.9M
62.5MOutput79899.5M
8313.0MCache-read306174.3M
743.8MCache-write6115.2M
9194.5MTotal651075.0M
$0.70Cost$3.21
Metrics
92Υ Yield0
45.4%SNR23.6%
111×Leverage1×
0.83Velocity0.31
2.0410xDEV0.07
$0.70Cost per 1M$3.21
30.34Efficiency0.38
111:1:0.83Op Ratio1:1:0.31
9194.5MTotal651075.0M