🤖⚔️🤖 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
Richard FuTRANSMITTER · #12462.7KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 30.3K×
- Υ Yield · leads 6747.0K× · 2462.7K
- Cost · cost leader · $0.44/1M
- Velocity · fast · 81.2 o/i
- Efficacy · strong · 7834.78
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.
Richard FuDataThe Field
Raw
214.4KInput258885.9M
17.4MOutput79899.5M
6505.8MCache-read306174.3M
195.8MCache-write6115.2M
6719.3MTotal651075.0M
$0.44Cost$3.21
Metrics
2462.7KΥ Yield0
98.8%SNR23.6%
30.3K×Leverage1×
81.2Velocity0.31
4.4810xDEV0.07
$0.44Cost per 1M$3.21
7834.78Efficiency0.38
30345:1:81.2Op Ratio1:1:0.31
6719.3MTotal651075.0M