🤖⚔️🤖 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
이성열ARCH+ · #34820Υ Yield
- Υ Yield · leads 55× · 20
- Cost · cost leader · $0.45/1M
- Leverage · deep reuse · 95×
- Efficacy · strong · 24.53
- Scale · heavyweight · 2539122.9K 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.
이성열DataThe Field
Raw
25.6MInput258885.9M
5.4MOutput79899.5M
2444.3MCache-read306174.3M
63.8MCache-write6115.2M
2539.1MTotal651075.0M
$0.45Cost$3.21
Metrics
20Υ Yield0
17.3%SNR23.6%
95×Leverage1×
0.21Velocity0.31
1.9810xDEV0.07
$0.45Cost per 1M$3.21
24.53Efficiency0.38
95:1:0.21Op Ratio1:1:0.31
2539.1MTotal651075.0M