🤖⚔️🤖 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
BusyBusinessManARCH+ · #22679Υ Yield◆ Leads 6–4
- Leverage · closed loop · 128×
- Υ Yield · leads 217× · 79
- Cost · cost leader · $0.48/1M
- Efficacy · strong · 32.92
- Scale · heavyweight · 5008041.5K 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.
BusyBusinessManDataThe Field
Raw
37.7MInput258885.9M
23.5MOutput79899.5M
4812.2MCache-read306174.3M
134.6MCache-write6115.2M
5008.0MTotal651075.0M
$0.48Cost$3.21
Metrics
79Υ Yield0
38.3%SNR23.6%
128×Leverage1×
0.62Velocity0.31
2.1110xDEV0.07
$0.48Cost per 1M$3.21
32.92Efficiency0.38
128:1:0.62Op Ratio1:1:0.31
5008.0MTotal651075.0M