🤖⚔️🤖 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
basejbSEEKER II · #566.1KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 1.8K×
- Υ Yield · leads 14× · 6.1K
- Cost · cost leader · $0.42/1M
- Velocity · fast · 3.5 o/i
- Efficacy · strong · 454.02
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.
basejbDataThe Field
Raw
2.5MInput29.8K
8.6MOutput44.0K
4380.1MCache-read8.9M
120.6MCache-write470.4K
4511.8MTotal9.5M
$0.42Cost$0.55
Metrics
6.1KΥ Yield442
77.6%SNR59.6%
1.8K×Leverage300×
3.47Velocity1.47
3.2510xDEV2.48
$0.42Cost per 1M$0.55
454.02Efficiency79.22
1764:1:3.5Op Ratio300:1:1.5
4511.8MTotal9.5M