🤖⚔️🤖 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
Wade ChoiARCH+ · #28539Υ Yield◆ Leads 6–4
- Υ Yield · leads 107× · 39
- Cost · cost leader · $0.53/1M
- Leverage · deep reuse · 72×
- Efficacy · strong · 18.59
- Scale · heavyweight · 9998270.5K 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.
Wade ChoiDataThe Field
Raw
132.7MInput258885.9M
71.9MOutput79899.5M
9529.1MCache-read306174.3M
264.6MCache-write6115.2M
9998.3MTotal651075.0M
$0.53Cost$3.21
Metrics
39Υ Yield0
35.1%SNR23.6%
72×Leverage1×
0.54Velocity0.31
1.8610xDEV0.07
$0.53Cost per 1M$3.21
18.59Efficiency0.38
72:1:0.54Op Ratio1:1:0.31
9998.3MTotal651075.0M