🤖⚔️🤖 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
Vladislav ARCH+ · #26748Υ Yield◆ Leads 6–4
- Leverage · closed loop · 120×
- Υ Yield · leads 131× · 48
- Cost · cost leader · $0.43/1M
- Efficacy · strong · 30.63
- Scale · heavyweight · 2668646.2K 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.
Vladislav DataThe Field
Raw
21.6MInput258885.9M
8.6MOutput79899.5M
2591.9MCache-read306174.3M
46.6MCache-write6115.2M
2668.6MTotal651075.0M
$0.43Cost$3.21
Metrics
48Υ Yield0
28.5%SNR23.6%
120×Leverage1×
0.40Velocity0.31
2.0810xDEV0.07
$0.43Cost per 1M$3.21
30.63Efficiency0.38
120:1:0.40Op Ratio1:1:0.31
2668.6MTotal651075.0M