🤖⚔️🤖 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
Dinesh RawatSEEKER I · #101630Υ Yield◆ Leads 8–2
- Leverage · closed loop · 582×
- Υ Yield · leads 1.4× · 630
- Cost · cost leader · $0.43/1M
- Velocity · fast · 1.1 o/i
- Efficacy · strong · 149.87
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
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
Dinesh RawatDataThe Field
Raw
9.5MInput29.8K
10.3MOutput44.0K
5530.4MCache-read8.9M
157.9MCache-write470.4K
5708.1MTotal9.5M
$0.43Cost$0.55
Metrics
630Υ Yield442
52.0%SNR59.6%
582×Leverage300×
1.08Velocity1.47
2.7610xDEV2.48
$0.43Cost per 1M$0.55
149.87Efficiency79.22
582:1:1.1Op Ratio300:1:1.5
5708.1MTotal9.5M