🤖⚔️🤖 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
AbdelARCH+ · #35619Υ Yield◆ Leads 6–4
- Υ Yield · leads 53× · 19
- Cost · cost leader · $0.67/1M
- Leverage · deep reuse · 55×
- Efficacy · strong · 14.99
- Scale · heavyweight · 5521297.2K 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.
AbdelDataThe Field
Raw
90.5MInput258885.9M
31.6MOutput79899.5M
5019.3MCache-read306174.3M
379.8MCache-write6115.2M
5521.3MTotal651075.0M
$0.67Cost$3.21
Metrics
19Υ Yield0
25.9%SNR23.6%
55×Leverage1×
0.35Velocity0.31
1.7410xDEV0.07
$0.67Cost per 1M$3.21
14.99Efficiency0.38
55:1:0.35Op Ratio1:1:0.31
5521.3MTotal651075.0M