🤖⚔️🤖 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
kangryeonTRANSMITTER · #505.7KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 1.4K×
- Υ Yield · leads 15.6K× · 5.7K
- Cost · cost leader · $0.51/1M
- Velocity · fast · 4.0 o/i
- Efficacy · strong · 379.18
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.
kangryeonDataThe Field
Raw
425.5KInput258885.9M
1.7MOutput79899.5M
611.9MCache-read306174.3M
31.8MCache-write6115.2M
645.9MTotal651075.0M
$0.51Cost$3.21
Metrics
5.7KΥ Yield0
79.8%SNR23.6%
1.4K×Leverage1×
3.95Velocity0.31
3.1610xDEV0.07
$0.51Cost per 1M$3.21
379.18Efficiency0.38
1438:1:4.0Op Ratio1:1:0.31
645.9MTotal651075.0M