🤖⚔️🤖 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
VTanhhoangTRANSMITTER · #160191Υ Yield◆ Leads 6–4
- Leverage · closed loop · 183×
- Υ Yield · leads 522× · 191
- Cost · cost leader · $0.52/1M
- Velocity · fast · 1.0 o/i
- Efficacy · strong · 47.85
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.
VTanhhoangDataThe Field
Raw
8.5MInput258885.9M
8.8MOutput79899.5M
1550.3MCache-read306174.3M
60.5MCache-write6115.2M
1628.1MTotal651075.0M
$0.52Cost$3.21
Metrics
191Υ Yield0
51.0%SNR23.6%
183×Leverage1×
1.04Velocity0.31
2.2610xDEV0.07
$0.52Cost per 1M$3.21
47.85Efficiency0.38
183:1:1.0Op Ratio1:1:0.31
1628.1MTotal651075.0M