🤖⚔️🤖 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
cozy-hnARCH+ · #32226Υ Yield
- Leverage · closed loop · 158×
- Υ Yield · leads 72× · 26
- Cost · cost leader · $0.58/1M
- Efficacy · strong · 42.60
- Scale · heavyweight · 2022754.0K 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.
cozy-hnDataThe Field
Raw
11.8MInput258885.9M
2.0MOutput79899.5M
1860.7MCache-read306174.3M
148.3MCache-write6115.2M
2022.8MTotal651075.0M
$0.58Cost$3.21
Metrics
26Υ Yield0
14.3%SNR23.6%
158×Leverage1×
0.17Velocity0.31
2.2010xDEV0.07
$0.58Cost per 1M$3.21
42.60Efficiency0.38
158:1:0.17Op Ratio1:1:0.31
2022.8MTotal651075.0M