🤖⚔️🤖 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
Grishin VladREFINER II · #7839.6KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 16.9K×
- Υ Yield · leads 1.9K× · 839.6K
- Cost · cost leader · $0.42/1M
- Velocity · fast · 49.6 o/i
- Efficacy · strong · 4343.64
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.
Grishin VladDataThe Field
Raw
119.1KInput29.8K
5.9MOutput44.0K
2018.7MCache-read8.9M
45.4MCache-write470.4K
2070.1MTotal9.5M
$0.42Cost$0.55
Metrics
839.6KΥ Yield442
98.0%SNR59.6%
16.9K×Leverage300×
49.6Velocity1.47
4.2310xDEV2.48
$0.42Cost per 1M$0.55
4343.64Efficiency79.22
16944:1:49.6Op Ratio300:1:1.5
2070.1MTotal9.5M