🤖⚔️🤖 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
lazydecoderREFINER I · #15137.7KΥ Yield◆ Leads 10–0
- Leverage · closed loop · 6.6K×
- Υ Yield · leads 312× · 137.7K
- Cost · cost leader · $0.41/1M
- Velocity · fast · 21.0 o/i
- Efficacy · strong · 1678.11
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.
lazydecoderDataThe Field
Raw
407.5KInput29.8K
8.5MOutput44.0K
2675.4MCache-read8.9M
51.1MCache-write470.4K
2735.5MTotal9.5M
$0.41Cost$0.55
Metrics
137.7KΥ Yield442
95.4%SNR59.6%
6.6K×Leverage300×
21.0Velocity1.47
3.8210xDEV2.48
$0.41Cost per 1M$0.55
1678.11Efficiency79.22
6566:1:21.0Op Ratio300:1:1.5
2735.5MTotal9.5M