🤖⚔️🤖 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
TaeHwan ParkARCH+ · #38216Υ Yield
- Υ Yield · leads 43× · 16
- Cost · cost leader · $0.45/1M
- Leverage · deep reuse · 67×
- Efficacy · strong · 17.22
- Scale · heavyweight · 102386704.2K 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
TaeHwan ParkDataThe Field
Raw
1464.8MInput258885.9M
339.4MOutput79899.5M
98630.9MCache-read306174.3M
1951.7MCache-write6115.2M
102386.7MTotal651075.0M
$0.45Cost$3.21
Metrics
16Υ Yield0
18.8%SNR23.6%
67×Leverage1×
0.23Velocity0.31
1.8310xDEV0.07
$0.45Cost per 1M$3.21
17.22Efficiency0.38
67:1:0.23Op Ratio1:1:0.31
102386.7MTotal651075.0M