🤖⚔️🤖 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
Yuseok, JungARCH+ · #36418Υ Yield
- Υ Yield · leads 50× · 18
- Cost · cost leader · $0.48/1M
- Leverage · deep reuse · 68×
- Efficacy · strong · 17.63
- Scale · heavyweight · 2832545.0K 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
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
Yuseok, JungDataThe Field
Raw
39.6MInput258885.9M
10.6MOutput79899.5M
2706.8MCache-read306174.3M
75.6MCache-write6115.2M
2832.5MTotal651075.0M
$0.48Cost$3.21
Metrics
18Υ Yield0
21.1%SNR23.6%
68×Leverage1×
0.27Velocity0.31
1.8310xDEV0.07
$0.48Cost per 1M$3.21
17.63Efficiency0.38
68:1:0.27Op Ratio1:1:0.31
2832.5MTotal651075.0M