🤖⚔️🤖 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
KimHyeonTRANSMITTER · #89774Υ Yield◆ Leads 6–4
- Leverage · closed loop · 1.6K×
- Υ Yield · leads 2.1K× · 774
- Cost · cost leader · $0.41/1M
- Efficacy · strong · 421.41
- Scale · heavyweight · 1110983.8K tok
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.
KimHyeonDataThe Field
Raw
658.7KInput258885.9M
312.0KOutput79899.5M
1076.1MCache-read306174.3M
34.0MCache-write6115.2M
1111.0MTotal651075.0M
$0.41Cost$3.21
Metrics
774Υ Yield0
32.1%SNR23.6%
1.6K×Leverage1×
0.47Velocity0.31
3.2110xDEV0.07
$0.41Cost per 1M$3.21
421.41Efficiency0.38
1634:1:0.47Op Ratio1:1:0.31
1111.0MTotal651075.0M