🤖⚔️🤖 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
OleksandrARCH+ · #36818Υ Yield
- Υ Yield · leads 48× · 18
- Cost · cost leader · $0.51/1M
- Leverage · deep reuse · 65×
- Efficacy · strong · 16.95
- Scale · heavyweight · 7565032.4K 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.
OleksandrDataThe Field
Raw
109.9MInput258885.9M
29.6MOutput79899.5M
7185.3MCache-read306174.3M
240.2MCache-write6115.2M
7565.0MTotal651075.0M
$0.51Cost$3.21
Metrics
18Υ Yield0
21.2%SNR23.6%
65×Leverage1×
0.27Velocity0.31
1.8210xDEV0.07
$0.51Cost per 1M$3.21
16.95Efficiency0.38
65:1:0.27Op Ratio1:1:0.31
7565.0MTotal651075.0M