🤖⚔️🤖 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
SeungHyeokKimTRANSMITTER · #14107.4KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 4.4K×
- Υ Yield · leads 294.1K× · 107.4K
- Cost · cost leader · $0.50/1M
- Velocity · fast · 24.5 o/i
- Efficacy · strong · 1143.21
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.
SeungHyeokKimDataThe Field
Raw
163.0KInput258885.9M
4.0MOutput79899.5M
714.6MCache-read306174.3M
26.7MCache-write6115.2M
745.5MTotal651075.0M
$0.50Cost$3.21
Metrics
107.4KΥ Yield0
96.1%SNR23.6%
4.4K×Leverage1×
24.5Velocity0.31
3.6410xDEV0.07
$0.50Cost per 1M$3.21
1143.21Efficiency0.38
4385:1:24.5Op Ratio1:1:0.31
745.5MTotal651075.0M