🤖⚔️🤖 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
James WyseARCH · #4887Υ Yield
- Υ Yield · leads 20× · 7
- Cost · cost leader · $0.46/1M
- Leverage · deep reuse · 73×
- Efficacy · strong · 18.82
- Scale · heavyweight · 3567362.3K 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.
James WyseDataThe Field
Raw
46.8MInput258885.9M
4.7MOutput79899.5M
3408.9MCache-read306174.3M
107.0MCache-write6115.2M
3567.4MTotal651075.0M
$0.46Cost$3.21
Metrics
7Υ Yield0
9.1%SNR23.6%
73×Leverage1×
0.10Velocity0.31
1.8610xDEV0.07
$0.46Cost per 1M$3.21
18.82Efficiency0.38
73:1:0.10Op Ratio1:1:0.31
3567.4MTotal651075.0M