🤖⚔️🤖 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
byeonggwanARCH+ · #34121Υ Yield◆ Leads 6–4
- Υ Yield · leads 58× · 21
- Cost · cost leader · $0.63/1M
- Leverage · deep reuse · 53×
- Efficacy · strong · 13.99
- Scale · heavyweight · 3050498.3K 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.
byeonggwanDataThe Field
Raw
53.6MInput258885.9M
21.4MOutput79899.5M
2818.6MCache-read306174.3M
156.9MCache-write6115.2M
3050.5MTotal651075.0M
$0.63Cost$3.21
Metrics
21Υ Yield0
28.6%SNR23.6%
53×Leverage1×
0.40Velocity0.31
1.7210xDEV0.07
$0.63Cost per 1M$3.21
13.99Efficiency0.38
53:1:0.40Op Ratio1:1:0.31
3050.5MTotal651075.0M