🤖⚔️🤖 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
Zoe PinedaARCH+ · #31927Υ Yield
- Υ Yield · leads 75× · 27
- Cost · cost leader · $0.48/1M
- Leverage · deep reuse · 89×
- Efficacy · strong · 23.16
- Scale · heavyweight · 4512846.8K 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.
Zoe PinedaDataThe Field
Raw
48.2MInput258885.9M
14.7MOutput79899.5M
4311.6MCache-read306174.3M
138.3MCache-write6115.2M
4512.8MTotal651075.0M
$0.48Cost$3.21
Metrics
27Υ Yield0
23.4%SNR23.6%
89×Leverage1×
0.31Velocity0.31
1.9510xDEV0.07
$0.48Cost per 1M$3.21
23.16Efficiency0.38
89:1:0.31Op Ratio1:1:0.31
4512.8MTotal651075.0M