🤖⚔️🤖 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
Steve ChapmanBASE II · #13178.5KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 9.3K×
- Υ Yield · leads 404× · 178.5K
- Cost · cost leader · $0.41/1M
- Velocity · fast · 19.3 o/i
- Efficacy · strong · 2375.78
VS10–0
The FieldSEEKER I · #116442Υ Yield
- Leverage · closed loop · 300×
- Υ Yield · trails · 442
- Cost · cost leader · $0.55/1M
- Velocity · fast · 1.5 o/i
- Efficacy · strong · 79.22
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.
Steve ChapmanDataThe Field
Raw
1.2MInput29.8K
22.4MOutput44.0K
10756.9MCache-read8.9M
251.5MCache-write470.4K
11031.9MTotal9.5M
$0.41Cost$0.55
Metrics
178.5KΥ Yield442
95.1%SNR59.6%
9.3K×Leverage300×
19.3Velocity1.47
3.9710xDEV2.48
$0.41Cost per 1M$0.55
2375.78Efficiency79.22
9267:1:19.3Op Ratio300:1:1.5
11031.9MTotal9.5M