🤖⚔️🤖 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
Thomas QuantARCH · #45110Υ Yield
- Υ Yield · leads 26× · 10
- Cost · cost leader · $0.56/1M
- Leverage · deep reuse · 35×
- Efficacy · strong · 9.00
- Scale · heavyweight · 17265868.7K 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
Thomas QuantDataThe Field
Raw
466.4MInput258885.9M
128.5MOutput79899.5M
16258.3MCache-read306174.3M
412.7MCache-write6115.2M
17265.9MTotal651075.0M
$0.56Cost$3.21
Metrics
10Υ Yield0
21.6%SNR23.6%
35×Leverage1×
0.28Velocity0.31
1.5410xDEV0.07
$0.56Cost per 1M$3.21
9.00Efficiency0.38
35:1:0.28Op Ratio1:1:0.31
17265.9MTotal651075.0M