🤖⚔️🤖 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
Thomas ChongARCH · #4679Υ Yield
- Υ Yield · leads 24× · 9
- Cost · cost leader · $0.65/1M
- Leverage · deep reuse · 37×
- Efficacy · strong · 10.02
- Scale · heavyweight · 6164006.2K 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
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
Thomas ChongDataThe Field
Raw
150.1MInput258885.9M
34.5MOutput79899.5M
5611.5MCache-read306174.3M
368.0MCache-write6115.2M
6164.0MTotal651075.0M
$0.65Cost$3.21
Metrics
9Υ Yield0
18.7%SNR23.6%
37×Leverage1×
0.23Velocity0.31
1.5710xDEV0.07
$0.65Cost per 1M$3.21
10.02Efficiency0.38
37:1:0.23Op Ratio1:1:0.31
6164.0MTotal651075.0M