🤖⚔️🤖 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
takuma.saitoARCH II · #105559Υ Yield◆ Leads 8–2
- Leverage · closed loop · 608×
- Υ Yield · leads 1.3× · 559
- Cost · cost leader · $0.35/1M
- Efficacy · strong · 153.46
- Scale · heavyweight · 130211642.1K tok
VS8–2
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
takuma.saitoDataThe Field
Raw
211.8MInput29.8K
194.5MOutput44.0K
128841.5MCache-read8.9M
963.9MCache-write470.4K
130211.6MTotal9.5M
$0.35Cost$0.55
Metrics
559Υ Yield442
47.9%SNR59.6%
608×Leverage300×
0.92Velocity1.47
2.7810xDEV2.48
$0.35Cost per 1M$0.55
153.46Efficiency79.22
608:1:0.92Op Ratio300:1:1.5
130211.6MTotal9.5M