🤖⚔️🤖 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
lokiREFINER III · #782.1KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 1.1K×
- Υ Yield · leads 4.7× · 2.1K
- Cost · cost leader · $0.43/1M
- Velocity · fast · 1.9 o/i
- Efficacy · strong · 287.04
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.
lokiDataThe Field
Raw
1.2MInput29.8K
2.2MOutput44.0K
1298.9MCache-read8.9M
41.5MCache-write470.4K
1343.8MTotal9.5M
$0.43Cost$0.55
Metrics
2.1KΥ Yield442
65.2%SNR59.6%
1.1K×Leverage300×
1.87Velocity1.47
3.0510xDEV2.48
$0.43Cost per 1M$0.55
287.04Efficiency79.22
1111:1:1.9Op Ratio300:1:1.5
1343.8MTotal9.5M