🤖⚔️🤖 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
Anand KambleARCH+ · #31329Υ Yield◆ Leads 6–4
- Υ Yield · leads 80× · 29
- Cost · cost leader · $0.60/1M
- Leverage · deep reuse · 68×
- Efficacy · strong · 18.18
- Scale · heavyweight · 23317723.4K tok
VS6–4
The FieldIGNITER · #12210.37Υ Yield
- 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
Anand KambleDataThe Field
Raw
316.3MInput258885.9M
134.2MOutput79899.5M
21642.9MCache-read306174.3M
1224.3MCache-write6115.2M
23317.7MTotal651075.0M
$0.60Cost$3.21
Metrics
29Υ Yield0
29.8%SNR23.6%
68×Leverage1×
0.42Velocity0.31
1.8410xDEV0.07
$0.60Cost per 1M$3.21
18.18Efficiency0.38
68:1:0.42Op Ratio1:1:0.31
23317.7MTotal651075.0M