🤖⚔️🤖 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
Gabin HemmerleTRANSMITTER · #6302.1KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 6.7K×
- Υ Yield · leads 827.7K× · 302.1K
- Cost · cost leader · $0.57/1M
- Velocity · fast · 44.8 o/i
- Efficacy · strong · 1790.48
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.
Gabin HemmerleDataThe Field
Raw
35.3KInput258885.9M
1.6MOutput79899.5M
238.3MCache-read306174.3M
13.1MCache-write6115.2M
253.0MTotal651075.0M
$0.57Cost$3.21
Metrics
302.1KΥ Yield0
97.8%SNR23.6%
6.7K×Leverage1×
44.8Velocity0.31
3.8310xDEV0.07
$0.57Cost per 1M$3.21
1790.48Efficiency0.38
6747:1:44.8Op Ratio1:1:0.31
253.0MTotal651075.0M