🤖⚔️🤖 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
Cipher Shad0wARCH+ · #20899Υ Yield◆ Leads 6–4
- Υ Yield · leads 272× · 99
- Cost · cost leader · $0.65/1M
- Leverage · deep reuse · 93×
- Velocity · fast · 1.1 o/i
- Efficacy · strong · 24.70
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.
Cipher Shad0wDataThe Field
Raw
33.7MInput258885.9M
36.0MOutput79899.5M
3133.6MCache-read306174.3M
159.9MCache-write6115.2M
3363.3MTotal651075.0M
$0.65Cost$3.21
Metrics
99Υ Yield0
51.7%SNR23.6%
93×Leverage1×
1.07Velocity0.31
1.9710xDEV0.07
$0.65Cost per 1M$3.21
24.70Efficiency0.38
93:1:1.1Op Ratio1:1:0.31
3363.3MTotal651075.0M