🤖⚔️🤖 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
Mingi ChoeTRANSMITTER · #3031.6KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 3.9K×
- Υ Yield · leads 86.7K× · 31.6K
- Cost · cost leader · $0.43/1M
- Velocity · fast · 8.1 o/i
- Efficacy · strong · 1002.93
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.
Mingi ChoeDataThe Field
Raw
569.7KInput258885.9M
4.6MOutput79899.5M
2216.4MCache-read306174.3M
64.4MCache-write6115.2M
2286.1MTotal651075.0M
$0.43Cost$3.21
Metrics
31.6KΥ Yield0
89.1%SNR23.6%
3.9K×Leverage1×
8.13Velocity0.31
3.5910xDEV0.07
$0.43Cost per 1M$3.21
1002.93Efficiency0.38
3890:1:8.1Op Ratio1:1:0.31
2286.1MTotal651075.0M