🤖⚔️🤖 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
Richie McIlroyARCH · #4549Υ Yield
- Υ Yield · leads 26× · 9
- Cost · cost leader · $0.49/1M
- Leverage · deep reuse · 53×
- Efficacy · strong · 13.77
- Scale · heavyweight · 4126269.7K tok
VS4–6
The FieldIGNITER · #12210.37Υ Yield◆ Leads 6–4
- 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.
Richie McIlroyDataThe Field
Raw
73.6MInput258885.9M
13.0MOutput79899.5M
3920.2MCache-read306174.3M
119.5MCache-write6115.2M
4126.3MTotal651075.0M
$0.49Cost$3.21
Metrics
9Υ Yield0
15.0%SNR23.6%
53×Leverage1×
0.18Velocity0.31
1.7310xDEV0.07
$0.49Cost per 1M$3.21
13.77Efficiency0.38
53:1:0.18Op Ratio1:1:0.31
4126.3MTotal651075.0M