🤖⚔️🤖 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
Dai Nguyen BaIGNITER · #11201Υ Yield
- Υ Yield · trails · 1
- Cost · cost leader · $0.64/1M
- Leverage · deep reuse · 19×
- Efficacy · strong · 4.91
- Scale · heavyweight · 5805315.6K tok
VS1–9
The FieldIGNITER · #156210Υ Yield◆ Leads 9–1
- Leverage · closed loop · 200×
- Υ Yield · leads 152× · 210
- Cost · cost leader · $0.52/1M
- Velocity · fast · 1.0 o/i
- Efficacy · strong · 52.45
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
Dai Nguyen BaDataThe Field
Raw
281.3MInput34.9M
20.9MOutput36.5M
5231.8MCache-read6992.3M
271.3MCache-write293.1M
5805.3MTotal7356.9M
$0.64Cost$0.52
Metrics
1Υ Yield210
6.9%SNR51.1%
19×Leverage200×
0.07Velocity1.05
1.2710xDEV2.30
$0.64Cost per 1M$0.52
4.91Efficiency52.45
19:1:0.07Op Ratio200:1:1.0
5805.3MTotal7356.9M