🤖⚔️🤖 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.
Operator A
vsOperator B
Bae-ChangHyunARCH+ · #35819Υ Yield
- Υ Yield · leads 52× · 19
- Cost · cost leader · $0.48/1M
- Leverage · deep reuse · 69×
- Efficacy · strong · 17.69
- Scale · heavyweight · 49838175.6K tok
VS4–6
The FieldIGNITER · #12210.37Υ Yield◆ Leads 6–4
- 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
Bae-ChangHyunDataThe Field
Raw
694.6MInput258885.9M
191.2MOutput79899.5M
47744.7MCache-read306174.3M
1207.7MCache-write6115.2M
49838.2MTotal651075.0M
$0.48Cost$3.21
Metrics
19Υ Yield0
21.6%SNR23.6%
69×Leverage1×
0.28Velocity0.31
1.8410xDEV0.07
$0.48Cost per 1M$3.21
17.69Efficiency0.38
69:1:0.28Op Ratio1:1:0.31
49838.2MTotal651075.0M