🤖⚔️🤖 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.
vs
홍승표(Seungpyo Hong)TRANSMITTER · #3421.9KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 1.7K×
- Υ Yield · leads 60.1K× · 21.9K
- Cost · cost leader · $0.68/1M
- Velocity · fast · 12.9 o/i
- Efficacy · strong · 466.17
VS6–4
The FieldIGNITER · #12130.37Υ 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.
홍승표(Seungpyo Hong)DataThe Field
Raw
4.3MInput258885.9M
55.1MOutput79899.5M
7276.9MCache-read306174.3M
640.6MCache-write6115.2M
7976.9MTotal651075.0M
$0.68Cost$3.21
Metrics
21.9KΥ Yield0
92.8%SNR23.6%
1.7K×Leverage1×
12.9Velocity0.31
3.2310xDEV0.07
$0.68Cost per 1M$3.21
466.17Efficiency0.38
1702:1:12.9Op Ratio1:1:0.31
7976.9MTotal651075.0M