🤖⚔️🤖 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
Colby LudwigARCH · #4818Υ Yield
- Υ Yield · leads 21× · 8
- Cost · cost leader · $0.73/1M
- Leverage · deep reuse · 26×
- Efficacy · strong · 6.97
- Regime · archival sponge
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.
Colby LudwigDataThe Field
Raw
7.2MInput258885.9M
2.1MOutput79899.5M
186.2MCache-read306174.3M
11.5MCache-write6115.2M
207.0MTotal651075.0M
$0.73Cost$3.21
Metrics
8Υ Yield0
22.5%SNR23.6%
26×Leverage1×
0.29Velocity0.31
1.4110xDEV0.07
$0.73Cost per 1M$3.21
6.97Efficiency0.38
26:1:0.29Op Ratio1:1:0.31
207.0MTotal651075.0M