🤖⚔️🤖 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
beliven-sebastjan-cejARCH+ · #26053Υ Yield◆ Leads 6–4
- Υ Yield · leads 144× · 53
- Cost · cost leader · $0.55/1M
- Leverage · deep reuse · 86×
- Efficacy · strong · 22.48
- Scale · heavyweight · 1888350.1K 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
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
beliven-sebastjan-cejDataThe Field
Raw
20.8MInput258885.9M
12.7MOutput79899.5M
1790.8MCache-read306174.3M
64.1MCache-write6115.2M
1888.4MTotal651075.0M
$0.55Cost$3.21
Metrics
53Υ Yield0
37.9%SNR23.6%
86×Leverage1×
0.61Velocity0.31
1.9410xDEV0.07
$0.55Cost per 1M$3.21
22.48Efficiency0.38
86:1:0.61Op Ratio1:1:0.31
1888.4MTotal651075.0M