🤖⚔️🤖 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
박성현TRANSMITTER · #109438Υ Yield◆ Leads 6–4
- Leverage · closed loop · 252×
- Υ Yield · leads 1.2K× · 438
- Cost · cost leader · $0.56/1M
- Velocity · fast · 1.7 o/i
- Efficacy · strong · 66.51
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.
박성현DataThe Field
Raw
586.1KInput258885.9M
1.0MOutput79899.5M
147.8MCache-read306174.3M
7.1MCache-write6115.2M
156.5MTotal651075.0M
$0.56Cost$3.21
Metrics
438Υ Yield0
63.4%SNR23.6%
252×Leverage1×
1.74Velocity0.31
2.4010xDEV0.07
$0.56Cost per 1M$3.21
66.51Efficiency0.38
252:1:1.7Op Ratio1:1:0.31
156.5MTotal651075.0M