🤖⚔️🤖 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
w33tsARCH+ · #34620Υ Yield
- Υ Yield · leads 56× · 20
- Cost · cost leader · $0.47/1M
- Leverage · deep reuse · 84×
- Efficacy · strong · 21.59
- Scale · heavyweight · 4132078.8K 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.
w33tsDataThe Field
Raw
47.3MInput258885.9M
11.5MOutput79899.5M
3952.9MCache-read306174.3M
120.4MCache-write6115.2M
4132.1MTotal651075.0M
$0.47Cost$3.21
Metrics
20Υ Yield0
19.6%SNR23.6%
84×Leverage1×
0.24Velocity0.31
1.9210xDEV0.07
$0.47Cost per 1M$3.21
21.59Efficiency0.38
84:1:0.24Op Ratio1:1:0.31
4132.1MTotal651075.0M