🤖⚔️🤖 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
AlexPOWER II · #120419Υ Yield◆ Leads 7–3
- Leverage · closed loop · 459×
- Cost · cost leader · $0.39/1M
- Efficacy · strong · 117.13
- Scale · heavyweight · 38136528.9K tok
- Build Archetype · kinetic
VS7–3
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
AlexDataThe Field
Raw
81.2MInput29.8K
74.1MOutput44.0K
37312.5MCache-read8.9M
668.8MCache-write470.4K
38136.5MTotal9.5M
$0.39Cost$0.55
Metrics
419Υ Yield442
47.7%SNR59.6%
459×Leverage300×
0.91Velocity1.47
2.6610xDEV2.48
$0.39Cost per 1M$0.55
117.13Efficiency79.22
459:1:0.91Op Ratio300:1:1.5
38136.5MTotal9.5M