🤖⚔️🤖 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
GeonooooIGNITER I · #2195.6KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 3.8K×
- Υ Yield · leads 216× · 95.6K
- Cost · cost leader · $0.51/1M
- Velocity · fast · 25.1 o/i
- Efficacy · strong · 995.17
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.
GeonooooDataThe Field
Raw
77.4KInput29.8K
1.9MOutput44.0K
295.3MCache-read8.9M
10.9MCache-write470.4K
308.2MTotal9.5M
$0.51Cost$0.55
Metrics
95.6KΥ Yield442
96.2%SNR59.6%
3.8K×Leverage300×
25.1Velocity1.47
3.5810xDEV2.48
$0.51Cost per 1M$0.55
995.17Efficiency79.22
3815:1:25.1Op Ratio300:1:1.5
308.2MTotal9.5M