🤖⚔️🤖 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
딴짓하는 류주임ARCH+ · #41412Υ Yield◆ Leads 6–4
- Υ Yield · leads 33× · 12
- Cost · cost leader · $0.58/1M
- Leverage · deep reuse · 39×
- Efficacy · strong · 10.06
- Scale · heavyweight · 7945815.3K 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.
딴짓하는 류주임DataThe Field
Raw
192.7MInput258885.9M
60.1MOutput79899.5M
7455.3MCache-read306174.3M
237.7MCache-write6115.2M
7945.8MTotal651075.0M
$0.58Cost$3.21
Metrics
12Υ Yield0
23.8%SNR23.6%
39×Leverage1×
0.31Velocity0.31
1.5910xDEV0.07
$0.58Cost per 1M$3.21
10.06Efficiency0.38
39:1:0.31Op Ratio1:1:0.31
7945.8MTotal651075.0M