🤖⚔️🤖 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
Phil DufaultTRANSMITTER · #554.1KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 892×
- Υ Yield · leads 11.3K× · 4.1K
- Cost · cost leader · $0.65/1M
- Velocity · fast · 4.6 o/i
- Efficacy · strong · 243.60
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.
Phil DufaultDataThe Field
Raw
2.0MInput258885.9M
9.2MOutput79899.5M
1771.7MCache-read306174.3M
153.5MCache-write6115.2M
1936.4MTotal651075.0M
$0.65Cost$3.21
Metrics
4.1KΥ Yield0
82.2%SNR23.6%
892×Leverage1×
4.61Velocity0.31
2.9510xDEV0.07
$0.65Cost per 1M$3.21
243.60Efficiency0.38
892:1:4.6Op Ratio1:1:0.31
1936.4MTotal651075.0M