🤖⚔️🤖 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
Jaemin JungARCH+ · #36318Υ Yield◆ Leads 6–4
- Υ Yield · leads 50× · 18
- Cost · cost leader · $0.52/1M
- Leverage · deep reuse · 45×
- Efficacy · strong · 11.38
- Regime · archival sponge
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.
Jaemin JungDataThe Field
Raw
1.3MInput258885.9M
539.1KOutput79899.5M
58.6MCache-read306174.3M
631.3KCache-write6115.2M
61.0MTotal651075.0M
$0.52Cost$3.21
Metrics
18Υ Yield0
29.1%SNR23.6%
45×Leverage1×
0.41Velocity0.31
1.6510xDEV0.07
$0.52Cost per 1M$3.21
11.38Efficiency0.38
45:1:0.41Op Ratio1:1:0.31
61.0MTotal651075.0M