🤖⚔️🤖 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
Steve ChapmanTRANSMITTER · #9178.5KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 9.3K×
- Υ Yield · leads 489.0K× · 178.5K
- Cost · cost leader · $0.41/1M
- Velocity · fast · 19.3 o/i
- Efficacy · strong · 2375.78
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.
Steve ChapmanDataThe Field
Raw
1.2MInput258885.9M
22.4MOutput79899.5M
10756.9MCache-read306174.3M
251.5MCache-write6115.2M
11031.9MTotal651075.0M
$0.41Cost$3.21
Metrics
178.5KΥ Yield0
95.1%SNR23.6%
9.3K×Leverage1×
19.3Velocity0.31
3.9710xDEV0.07
$0.41Cost per 1M$3.21
2375.78Efficiency0.38
9267:1:19.3Op Ratio1:1:0.31
11031.9MTotal651075.0M