🤖⚔️🤖 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
Guanqin.ZHANGARCH+ · #35219Υ Yield◆ Leads 6–4
- Υ Yield · leads 53× · 19
- Cost · cost leader · $0.64/1M
- Leverage · deep reuse · 57×
- Efficacy · strong · 15.27
- Scale · heavyweight · 9630467.5K 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.
Guanqin.ZHANGDataThe Field
Raw
155.1MInput258885.9M
53.1MOutput79899.5M
8820.9MCache-read306174.3M
601.3MCache-write6115.2M
9630.5MTotal651075.0M
$0.64Cost$3.21
Metrics
19Υ Yield0
25.5%SNR23.6%
57×Leverage1×
0.34Velocity0.31
1.7510xDEV0.07
$0.64Cost per 1M$3.21
15.27Efficiency0.38
57:1:0.34Op Ratio1:1:0.31
9630.5MTotal651075.0M