🤖⚔️🤖 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
An DuongARCH+ · #29435Υ Yield◆ Leads 6–4
- Υ Yield · leads 95× · 35
- Cost · cost leader · $0.57/1M
- Leverage · deep reuse · 83×
- Efficacy · strong · 21.91
- Scale · heavyweight · 7147821.9K 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.
An DuongDataThe Field
Raw
80.6MInput258885.9M
33.7MOutput79899.5M
6671.9MCache-read306174.3M
361.6MCache-write6115.2M
7147.8MTotal651075.0M
$0.57Cost$3.21
Metrics
35Υ Yield0
29.4%SNR23.6%
83×Leverage1×
0.42Velocity0.31
1.9210xDEV0.07
$0.57Cost per 1M$3.21
21.91Efficiency0.38
83:1:0.42Op Ratio1:1:0.31
7147.8MTotal651075.0M