🤖⚔️🤖 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
MinJeong JeonTRANSMITTER · #93614Υ Yield◆ Leads 6–4
- Leverage · closed loop · 374×
- Υ Yield · leads 1.7K× · 614
- Cost · cost leader · $0.44/1M
- Velocity · fast · 1.6 o/i
- Efficacy · strong · 95.65
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.
MinJeong JeonDataThe Field
Raw
2.2MInput258885.9M
3.7MOutput79899.5M
836.8MCache-read306174.3M
16.5MCache-write6115.2M
859.2MTotal651075.0M
$0.44Cost$3.21
Metrics
614Υ Yield0
62.2%SNR23.6%
374×Leverage1×
1.64Velocity0.31
2.5710xDEV0.07
$0.44Cost per 1M$3.21
95.65Efficiency0.38
374:1:1.6Op Ratio1:1:0.31
859.2MTotal651075.0M