🤖⚔️🤖 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
Xuezhou DaiTRANSMITTER · #535.0KΥ Yield◆ Leads 6–4
- Leverage · closed loop · 1.3K×
- Υ Yield · leads 13.8K× · 5.0K
- Cost · cost leader · $0.40/1M
- Velocity · fast · 4.0 o/i
- Efficacy · strong · 321.17
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
Xuezhou DaiDataThe Field
Raw
10.0MInput258885.9M
40.0MOutput79899.5M
12628.4MCache-read306174.3M
195.2MCache-write6115.2M
12873.6MTotal651075.0M
$0.40Cost$3.21
Metrics
5.0KΥ Yield0
80.0%SNR23.6%
1.3K×Leverage1×
4.00Velocity0.31
3.1010xDEV0.07
$0.40Cost per 1M$3.21
321.17Efficiency0.38
1261:1:4.0Op Ratio1:1:0.31
12873.6MTotal651075.0M