🤖⚔️🤖 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
darkest_alexARCH · #4659Υ Yield
- Υ Yield · leads 24× · 9
- Cost · cost leader · $0.47/1M
- Leverage · deep reuse · 43×
- Efficacy · strong · 11.02
- Scale · heavyweight · 77695417.0K 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
darkest_alexDataThe Field
Raw
1724.0MInput258885.9M
352.3MOutput79899.5M
74597.1MCache-read306174.3M
1022.0MCache-write6115.2M
77695.4MTotal651075.0M
$0.47Cost$3.21
Metrics
9Υ Yield0
17.0%SNR23.6%
43×Leverage1×
0.20Velocity0.31
1.6410xDEV0.07
$0.47Cost per 1M$3.21
11.02Efficiency0.38
43:1:0.20Op Ratio1:1:0.31
77695.4MTotal651075.0M