🤖⚔️🤖 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
이민준(Minjoon Lee)ARCH+ · #31529Υ Yield
- Leverage · closed loop · 167×
- Υ Yield · leads 78× · 29
- Cost · cost leader · $0.56/1M
- Efficacy · strong · 44.82
- Scale · heavyweight · 3057372.4K 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.
이민준(Minjoon Lee)DataThe Field
Raw
17.0MInput258885.9M
2.9MOutput79899.5M
2830.7MCache-read306174.3M
206.8MCache-write6115.2M
3057.4MTotal651075.0M
$0.56Cost$3.21
Metrics
29Υ Yield0
14.6%SNR23.6%
167×Leverage1×
0.17Velocity0.31
2.2210xDEV0.07
$0.56Cost per 1M$3.21
44.82Efficiency0.38
167:1:0.17Op Ratio1:1:0.31
3057.4MTotal651075.0M