🤖⚔️🤖 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
CodeMeteorREFINER II · #683.6KΥ Yield◆ Leads 9–1
- Leverage · closed loop · 596×
- Υ Yield · leads 8.2× · 3.6K
- Cost · cost leader · $0.67/1M
- Velocity · fast · 6.1 o/i
- Efficacy · strong · 161.25
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.
CodeMeteorDataThe Field
Raw
3.3MInput29.8K
19.7MOutput44.0K
1941.2MCache-read8.9M
140.5MCache-write470.4K
2104.7MTotal9.5M
$0.67Cost$0.55
Metrics
3.6KΥ Yield442
85.8%SNR59.6%
596×Leverage300×
6.06Velocity1.47
2.7810xDEV2.48
$0.67Cost per 1M$0.55
161.25Efficiency79.22
596:1:6.1Op Ratio300:1:1.5
2104.7MTotal9.5M