🤖⚔️🤖 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
ins25kSEEKER III · #4713.5KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 2.1K×
- Υ Yield · leads 30× · 13.5K
- Cost · cost leader · $0.47/1M
- Velocity · fast · 6.3 o/i
- Efficacy · strong · 557.72
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.
ins25kDataThe Field
Raw
1.7MInput29.8K
10.8MOutput44.0K
3667.3MCache-read8.9M
142.3MCache-write470.4K
3822.0MTotal9.5M
$0.47Cost$0.55
Metrics
13.5KΥ Yield442
86.3%SNR59.6%
2.1K×Leverage300×
6.29Velocity1.47
3.3310xDEV2.48
$0.47Cost per 1M$0.55
557.72Efficiency79.22
2142:1:6.3Op Ratio300:1:1.5
3822.0MTotal9.5M