🤖⚔️🤖 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
박소희TRANSMITTER · #8196.9KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 4.3K×
- Υ Yield · leads 539.5K× · 196.9K
- Cost · cost leader · $0.58/1M
- Velocity · fast · 45.4 o/i
- Efficacy · strong · 1139.12
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.
박소희DataThe Field
Raw
57.8KInput258885.9M
2.6MOutput79899.5M
250.5MCache-read306174.3M
10.0MCache-write6115.2M
263.2MTotal651075.0M
$0.58Cost$3.21
Metrics
196.9KΥ Yield0
97.8%SNR23.6%
4.3K×Leverage1×
45.4Velocity0.31
3.6410xDEV0.07
$0.58Cost per 1M$3.21
1139.12Efficiency0.38
4338:1:45.4Op Ratio1:1:0.31
263.2MTotal651075.0M