🤖⚔️🤖 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
LonyTRANSMITTER · #193120Υ Yield◆ Leads 6–4
- Leverage · closed loop · 157×
- Υ Yield · leads 328× · 120
- Cost · cost leader · $0.47/1M
- Efficacy · strong · 40.47
- Scale · heavyweight · 3589173.3K tok
VS6–4
The FieldIGNITER · #12210.37Υ Yield
- Υ Yield · trails · 0
- Scale · heavyweight · 651074953.4K tok
- Regime · transient
- Leverage · light reuse · 1×
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.
LonyDataThe Field
Raw
22.0MInput258885.9M
16.8MOutput79899.5M
3463.1MCache-read306174.3M
87.3MCache-write6115.2M
3589.2MTotal651075.0M
$0.47Cost$3.21
Metrics
120Υ Yield0
43.2%SNR23.6%
157×Leverage1×
0.76Velocity0.31
2.2010xDEV0.07
$0.47Cost per 1M$3.21
40.47Efficiency0.38
157:1:0.76Op Ratio1:1:0.31
3589.2MTotal651075.0M