🤖⚔️🤖 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
Joey ChilsonARCH+ · #41912Υ Yield
- Υ Yield · leads 32× · 12
- Cost · cost leader · $0.46/1M
- Leverage · deep reuse · 80×
- Efficacy · strong · 20.57
- Scale · heavyweight · 6665957.2K 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.
Joey ChilsonDataThe Field
Raw
80.0MInput258885.9M
11.8MOutput79899.5M
6383.0MCache-read306174.3M
191.2MCache-write6115.2M
6666.0MTotal651075.0M
$0.46Cost$3.21
Metrics
12Υ Yield0
12.8%SNR23.6%
80×Leverage1×
0.15Velocity0.31
1.9010xDEV0.07
$0.46Cost per 1M$3.21
20.57Efficiency0.38
80:1:0.15Op Ratio1:1:0.31
6666.0MTotal651075.0M