🤖⚔️🤖 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
Soo Hyeon KimARCH+ · #27047Υ Yield◆ Leads 6–4
- Υ Yield · leads 130× · 47
- Cost · cost leader · $0.54/1M
- Leverage · deep reuse · 84×
- Efficacy · strong · 22.00
- Scale · heavyweight · 11497523.8K tok
VS6–4
The FieldIGNITER · #12210.37Υ 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
Soo Hyeon KimDataThe Field
Raw
129.2MInput258885.9M
72.6MOutput79899.5M
10906.8MCache-read306174.3M
389.0MCache-write6115.2M
11497.5MTotal651075.0M
$0.54Cost$3.21
Metrics
47Υ Yield0
36.0%SNR23.6%
84×Leverage1×
0.56Velocity0.31
1.9310xDEV0.07
$0.54Cost per 1M$3.21
22.00Efficiency0.38
84:1:0.56Op Ratio1:1:0.31
11497.5MTotal651075.0M