🤖⚔️🤖 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
j3566SEEKER II · #106507Υ Yield◆ Leads 8–2
- Leverage · closed loop · 282×
- Cost · cost leader · $0.52/1M
- Velocity · fast · 1.8 o/i
- Efficacy · strong · 73.58
- Scale · heavyweight · 5439146.6K tok
VS8–2
The FieldSEEKER I · #116442Υ Yield
- Leverage · closed loop · 300×
- Cost · cost leader · $0.55/1M
- Velocity · fast · 1.5 o/i
- Efficacy · strong · 79.22
- Build Archetype · convergent
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.
j3566DataThe Field
Raw
18.4MInput29.8K
33.2MOutput44.0K
5191.0MCache-read8.9M
196.5MCache-write470.4K
5439.1MTotal9.5M
$0.52Cost$0.55
Metrics
507Υ Yield442
64.3%SNR59.6%
282×Leverage300×
1.80Velocity1.47
2.4510xDEV2.48
$0.52Cost per 1M$0.55
73.58Efficiency79.22
282:1:1.8Op Ratio300:1:1.5
5439.1MTotal9.5M