🤖⚔️🤖 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
Junhyuk LeeARCH+ · #37616Υ Yield◆ Leads 6–4
- Υ Yield · leads 44× · 16
- Cost · cost leader · $0.73/1M
- Leverage · deep reuse · 42×
- Efficacy · strong · 11.48
- Scale · heavyweight · 10006216.0K 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.
Junhyuk LeeDataThe Field
Raw
213.3MInput258885.9M
81.4MOutput79899.5M
8992.3MCache-read306174.3M
719.1MCache-write6115.2M
10006.2MTotal651075.0M
$0.73Cost$3.21
Metrics
16Υ Yield0
27.6%SNR23.6%
42×Leverage1×
0.38Velocity0.31
1.6210xDEV0.07
$0.73Cost per 1M$3.21
11.48Efficiency0.38
42:1:0.38Op Ratio1:1:0.31
10006.2MTotal651075.0M