🤖⚔️🤖 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
ZencoARCH+ · #40713Υ Yield
- Υ Yield · leads 35× · 13
- Cost · cost leader · $0.46/1M
- Leverage · deep reuse · 59×
- Efficacy · strong · 14.99
- Scale · heavyweight · 20903729.8K 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
ZencoDataThe Field
Raw
343.0MInput258885.9M
74.9MOutput79899.5M
20131.3MCache-read306174.3M
354.5MCache-write6115.2M
20903.7MTotal651075.0M
$0.46Cost$3.21
Metrics
13Υ Yield0
17.9%SNR23.6%
59×Leverage1×
0.22Velocity0.31
1.7710xDEV0.07
$0.46Cost per 1M$3.21
14.99Efficiency0.38
59:1:0.22Op Ratio1:1:0.31
20903.7MTotal651075.0M