🤖⚔️🤖 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
Cheong Gwen YitARCH+ · #24067Υ Yield◆ Leads 6–4
- Υ Yield · leads 184× · 67
- Cost · cost leader · $0.60/1M
- Leverage · deep reuse · 98×
- Efficacy · strong · 26.01
- Scale · heavyweight · 7195622.8K 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
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
Cheong Gwen YitDataThe Field
Raw
68.5MInput258885.9M
46.9MOutput79899.5M
6704.4MCache-read306174.3M
375.8MCache-write6115.2M
7195.6MTotal651075.0M
$0.60Cost$3.21
Metrics
67Υ Yield0
40.6%SNR23.6%
98×Leverage1×
0.68Velocity0.31
1.9910xDEV0.07
$0.60Cost per 1M$3.21
26.01Efficiency0.38
98:1:0.68Op Ratio1:1:0.31
7195.6MTotal651075.0M