🤖⚔️🤖 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
blackasARCH · #4788Υ Yield
- Υ Yield · leads 21× · 8
- Cost · cost leader · $0.63/1M
- Leverage · deep reuse · 35×
- Efficacy · strong · 9.35
- Scale · heavyweight · 7918643.9K 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.
blackasDataThe Field
Raw
206.2MInput258885.9M
45.4MOutput79899.5M
7256.6MCache-read306174.3M
410.4MCache-write6115.2M
7918.6MTotal651075.0M
$0.63Cost$3.21
Metrics
8Υ Yield0
18.0%SNR23.6%
35×Leverage1×
0.22Velocity0.31
1.5510xDEV0.07
$0.63Cost per 1M$3.21
9.35Efficiency0.38
35:1:0.22Op Ratio1:1:0.31
7918.6MTotal651075.0M