🤖⚔️🤖 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
OutsideheavenARCH · #4977Υ Yield
- Υ Yield · leads 19× · 7
- Cost · cost leader · $0.45/1M
- Leverage · deep reuse · 41×
- Efficacy · strong · 10.41
- Scale · heavyweight · 84121534.9K 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
OutsideheavenDataThe Field
Raw
1972.1MInput258885.9M
333.8MOutput79899.5M
81150.1MCache-read306174.3M
665.5MCache-write6115.2M
84121.5MTotal651075.0M
$0.45Cost$3.21
Metrics
7Υ Yield0
14.5%SNR23.6%
41×Leverage1×
0.17Velocity0.31
1.6110xDEV0.07
$0.45Cost per 1M$3.21
10.41Efficiency0.38
41:1:0.17Op Ratio1:1:0.31
84121.5MTotal651075.0M