🤖⚔️🤖 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
Lou TigroudjaARCH+ · #35020Υ Yield◆ Leads 6–4
- Υ Yield · leads 54× · 20
- Cost · cost leader · $0.64/1M
- Leverage · deep reuse · 50×
- Efficacy · strong · 13.36
- Scale · heavyweight · 3863899.7K 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.
Lou TigroudjaDataThe Field
Raw
71.0MInput258885.9M
27.9MOutput79899.5M
3554.0MCache-read306174.3M
210.9MCache-write6115.2M
3863.9MTotal651075.0M
$0.64Cost$3.21
Metrics
20Υ Yield0
28.2%SNR23.6%
50×Leverage1×
0.39Velocity0.31
1.7010xDEV0.07
$0.64Cost per 1M$3.21
13.36Efficiency0.38
50:1:0.39Op Ratio1:1:0.31
3863.9MTotal651075.0M