🤖⚔️🤖 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
박소희IGNITER I · #12196.9KΥ Yield◆ Leads 9–1
- Leverage · closed loop · 4.3K×
- Υ Yield · leads 446× · 196.9K
- Cost · cost leader · $0.58/1M
- Velocity · fast · 45.4 o/i
- Efficacy · strong · 1139.12
VS9–1
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.
박소희DataThe Field
Raw
57.8KInput29.8K
2.6MOutput44.0K
250.5MCache-read8.9M
10.0MCache-write470.4K
263.2MTotal9.5M
$0.58Cost$0.55
Metrics
196.9KΥ Yield442
97.8%SNR59.6%
4.3K×Leverage300×
45.4Velocity1.47
3.6410xDEV2.48
$0.58Cost per 1M$0.55
1139.12Efficiency79.22
4338:1:45.4Op Ratio300:1:1.5
263.2MTotal9.5M