🤖⚔️🤖 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
주익찬ARCH+ · #26450Υ Yield◆ Leads 6–4
- Υ Yield · leads 136× · 50
- Cost · cost leader · $0.66/1M
- Leverage · deep reuse · 86×
- Efficacy · strong · 23.23
- Scale · heavyweight · 1182479.1K 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.
주익찬DataThe Field
Raw
12.6MInput258885.9M
7.3MOutput79899.5M
1079.7MCache-read306174.3M
82.9MCache-write6115.2M
1182.5MTotal651075.0M
$0.66Cost$3.21
Metrics
50Υ Yield0
36.6%SNR23.6%
86×Leverage1×
0.58Velocity0.31
1.9310xDEV0.07
$0.66Cost per 1M$3.21
23.23Efficiency0.38
86:1:0.58Op Ratio1:1:0.31
1182.5MTotal651075.0M