🤖⚔️🤖 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.
Operator A
vsOperator B
SanghunTRANSMITTER · #168171Υ Yield◆ Leads 6–4
- Leverage · closed loop · 226×
- Υ Yield · leads 468× · 171
- Cost · cost leader · $0.44/1M
- Efficacy · strong · 58.08
- Scale · heavyweight · 10417617.2K tok
VS6–4
The FieldIGNITER · #12210.37Υ 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.
SanghunDataThe Field
Raw
44.6MInput258885.9M
33.8MOutput79899.5M
10083.2MCache-read306174.3M
256.0MCache-write6115.2M
10417.6MTotal651075.0M
$0.44Cost$3.21
Metrics
171Υ Yield0
43.1%SNR23.6%
226×Leverage1×
0.76Velocity0.31
2.3510xDEV0.07
$0.44Cost per 1M$3.21
58.08Efficiency0.38
226:1:0.76Op Ratio1:1:0.31
10417.6MTotal651075.0M