🤖⚔️🤖 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
ApicARCH+ · #36219Υ Yield
- Υ Yield · leads 51× · 19
- Cost · cost leader · $0.46/1M
- Leverage · deep reuse · 68×
- Efficacy · strong · 17.45
- Scale · heavyweight · 22757533.0K 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
ApicDataThe Field
Raw
321.4MInput258885.9M
87.4MOutput79899.5M
21898.0MCache-read306174.3M
450.8MCache-write6115.2M
22757.5MTotal651075.0M
$0.46Cost$3.21
Metrics
19Υ Yield0
21.4%SNR23.6%
68×Leverage1×
0.27Velocity0.31
1.8310xDEV0.07
$0.46Cost per 1M$3.21
17.45Efficiency0.38
68:1:0.27Op Ratio1:1:0.31
22757.5MTotal651075.0M