🤖⚔️🤖 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
maxloryARCH+ · #38615Υ Yield◆ Leads 6–4
- Υ Yield · leads 42× · 15
- Cost · cost leader · $0.65/1M
- Leverage · deep reuse · 39×
- Efficacy · strong · 10.35
- Scale · heavyweight · 1772330.4K tok
VS6–4
The FieldIGNITER · #12210.37Υ Yield
- 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.
maxloryDataThe Field
Raw
41.8MInput258885.9M
16.3MOutput79899.5M
1635.2MCache-read306174.3M
79.0MCache-write6115.2M
1772.3MTotal651075.0M
$0.65Cost$3.21
Metrics
15Υ Yield0
28.1%SNR23.6%
39×Leverage1×
0.39Velocity0.31
1.5910xDEV0.07
$0.65Cost per 1M$3.21
10.35Efficiency0.38
39:1:0.39Op Ratio1:1:0.31
1772.3MTotal651075.0M