🤖⚔️🤖 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
ChanYoungTRANSMITTER · #99489Υ Yield◆ Leads 6–4
- Leverage · closed loop · 1.5K×
- Υ Yield · leads 1.3K× · 489
- Cost · cost leader · $0.49/1M
- Efficacy · strong · 394.38
- Regime · archival sponge
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.
ChanYoungDataThe Field
Raw
5.5KInput258885.9M
1.8KOutput79899.5M
8.2MCache-read306174.3M
478.1KCache-write6115.2M
8.7MTotal651075.0M
$0.49Cost$3.21
Metrics
489Υ Yield0
24.7%SNR23.6%
1.5K×Leverage1×
0.33Velocity0.31
3.1710xDEV0.07
$0.49Cost per 1M$3.21
394.38Efficiency0.38
1490:1:0.33Op Ratio1:1:0.31
8.7MTotal651075.0M