🤖⚔️🤖 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
PandyARCH · #4698Υ Yield
- Υ Yield · leads 23× · 8
- Cost · cost leader · $0.54/1M
- Leverage · deep reuse · 37×
- Efficacy · strong · 9.60
- Scale · heavyweight · 11406855.9K 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
PandyDataThe Field
Raw
289.4MInput258885.9M
65.4MOutput79899.5M
10771.2MCache-read306174.3M
280.7MCache-write6115.2M
11406.9MTotal651075.0M
$0.54Cost$3.21
Metrics
8Υ Yield0
18.4%SNR23.6%
37×Leverage1×
0.23Velocity0.31
1.5710xDEV0.07
$0.54Cost per 1M$3.21
9.60Efficiency0.38
37:1:0.23Op Ratio1:1:0.31
11406.9MTotal651075.0M