🤖⚔️🤖 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
Marquez KimTRANSMITTER · #117392Υ Yield◆ Leads 6–4
- Leverage · closed loop · 242×
- Υ Yield · leads 1.1K× · 392
- Cost · cost leader · $0.55/1M
- Velocity · fast · 1.6 o/i
- Efficacy · strong · 63.57
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.
Marquez KimDataThe Field
Raw
14.8MInput258885.9M
23.9MOutput79899.5M
3575.1MCache-read306174.3M
157.9MCache-write6115.2M
3771.7MTotal651075.0M
$0.55Cost$3.21
Metrics
392Υ Yield0
61.8%SNR23.6%
242×Leverage1×
1.62Velocity0.31
2.3810xDEV0.07
$0.55Cost per 1M$3.21
63.57Efficiency0.38
242:1:1.6Op Ratio1:1:0.31
3771.7MTotal651075.0M