🤖⚔️🤖 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
Xuezhou DaiBASE II · #615.0KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 1.3K×
- Υ Yield · leads 11× · 5.0K
- Cost · cost leader · $0.40/1M
- Velocity · fast · 4.0 o/i
- Efficacy · strong · 321.17
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
Xuezhou DaiDataThe Field
Raw
10.0MInput29.8K
40.0MOutput44.0K
12628.4MCache-read8.9M
195.2MCache-write470.4K
12873.6MTotal9.5M
$0.40Cost$0.55
Metrics
5.0KΥ Yield442
80.0%SNR59.6%
1.3K×Leverage300×
4.00Velocity1.47
3.1010xDEV2.48
$0.40Cost per 1M$0.55
321.17Efficiency79.22
1261:1:4.0Op Ratio300:1:1.5
12873.6MTotal9.5M