🤖⚔️🤖 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
咸鱼是我我是咸鱼ARCH+ · #23572Υ Yield◆ Leads 6–4
- Leverage · closed loop · 100×
- Υ Yield · leads 197× · 72
- Cost · cost leader · $0.56/1M
- Efficacy · strong · 26.36
- Scale · heavyweight · 1658153.4K 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.
咸鱼是我我是咸鱼DataThe Field
Raw
15.6MInput258885.9M
11.2MOutput79899.5M
1565.1MCache-read306174.3M
66.3MCache-write6115.2M
1658.2MTotal651075.0M
$0.56Cost$3.21
Metrics
72Υ Yield0
41.7%SNR23.6%
100×Leverage1×
0.72Velocity0.31
2.0010xDEV0.07
$0.56Cost per 1M$3.21
26.36Efficiency0.38
100:1:0.72Op Ratio1:1:0.31
1658.2MTotal651075.0M